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Bein O, Niv Y. Schemas, reinforcement learning and the medial prefrontal cortex. Nat Rev Neurosci 2025; 26:141-157. [PMID: 39775183 DOI: 10.1038/s41583-024-00893-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2024] [Indexed: 01/11/2025]
Abstract
Schemas are rich and complex knowledge structures about the typical unfolding of events in a context; for example, a schema of a dinner at a restaurant. In this Perspective, we suggest that reinforcement learning (RL), a computational theory of learning the structure of the world and relevant goal-oriented behaviour, underlies schema learning. We synthesize literature about schemas and RL to offer that three RL principles might govern the learning of schemas: learning via prediction errors, constructing hierarchical knowledge using hierarchical RL, and dimensionality reduction through learning a simplified and abstract representation of the world. We then suggest that the orbitomedial prefrontal cortex is involved in both schemas and RL due to its involvement in dimensionality reduction and in guiding memory reactivation through interactions with posterior brain regions. Last, we hypothesize that the amount of dimensionality reduction might underlie gradients of involvement along the ventral-dorsal and posterior-anterior axes of the orbitomedial prefrontal cortex. More specific and detailed representations might engage the ventral and posterior parts, whereas abstraction might shift representations towards the dorsal and anterior parts of the medial prefrontal cortex.
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Affiliation(s)
- Oded Bein
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA.
- Weill Cornell Institute of Geriatric Psychiatry, Department of Psychiatry, Weill Cornell Medicine, New York, NY, USA.
| | - Yael Niv
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
- Psychology Department, Princeton University, Princeton, NJ, USA
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2
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Bennion KA, Phong J, Le M, Cheng K, Wahlheim CN, Antony JW. Semantic relatedness proactively benefits learning, memory, and interdependence across episodes. eLife 2024; 13:RP95480. [PMID: 39656090 PMCID: PMC11630824 DOI: 10.7554/elife.95480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2024] Open
Abstract
Over the past century of memory research, the interplay between initial and later-learned information in determining long-term memory retention has been of central interest. A likely factor for determining whether initial and later memories interfere with or strengthen each other is semantic relatedness. Relatedness has been shown to retroactively boost initial memory and increase the interdependence between earlier and more recent experiences in memory. Here, we investigated the converse relationship of how relatedness proactively affects later memory for paired associates. In five experiments (N=1000 total), we varied the relatedness between initial and later cues, initial and later targets, or both. Across experiments and conditions, relatedness profoundly benefited later-learned memories - in some conditions, low relatedness reliably produced proactive interference (versus a control condition) while high relatedness produced proactive facilitation within the same experiment. Additionally, relatedness also accelerated learning and increased interdependence between initial and later-learned pairs. In sum, we demonstrate the robust effects of relatedness in scaffolding memory for recently learned information and creating strong integrative links with prior experiences.
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Affiliation(s)
- Kelly A Bennion
- Department of Psychology and Child Development, California Polytechnic State UniversitySan Luis ObispoUnited States
| | - Jade Phong
- Department of Psychology and Child Development, California Polytechnic State UniversitySan Luis ObispoUnited States
| | - Mytien Le
- Department of Psychology and Child Development, California Polytechnic State UniversitySan Luis ObispoUnited States
| | - Kunhua Cheng
- Department of Psychology and Child Development, California Polytechnic State UniversitySan Luis ObispoUnited States
| | - Christopher N Wahlheim
- Department of Psychology, University of North Carolina at GreensboroGreensboroUnited States
| | - James W Antony
- Department of Psychology and Child Development, California Polytechnic State UniversitySan Luis ObispoUnited States
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3
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Dash S, Baliga VB, Lapsansky AB, Wylie DR, Altshuler DL. Encoding of Global Visual Motion in the Avian Pretectum Shifts from a Bias for Temporal-to-Nasal Selectivity to Omnidirectional Excitation across Speeds. eNeuro 2024; 11:ENEURO.0301-24.2024. [PMID: 39510839 DOI: 10.1523/eneuro.0301-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 10/20/2024] [Accepted: 10/22/2024] [Indexed: 11/15/2024] Open
Abstract
The pretectum of vertebrates contains neurons responsive to global visual motion. These signals are sent to the cerebellum, forming a subcortical pathway for processing optic flow. Global motion neurons exhibit selectivity for both direction and speed, but this is usually assessed by first determining direction preference at intermediate velocity (16-32°/s) and then assessing speed tuning at the preferred direction. A consequence of this approach is that it is unknown if and how direction preference changes with speed. We measured directional selectivity in 114 pretectal neurons from 44 zebra finches (Taeniopygia guttata) across spatial and temporal frequencies, corresponding to a speed range of 0.062-1,024°/s. Pretectal neurons were most responsive at 32-64°/s with lower activity as speed increased or decreased. At each speed, we determined if cells were directionally selective, bidirectionally selective, omnidirectionally responsive, or unmodulated. Notably, at 32°/s, 60% of the cells were directionally selective, and 28% were omnidirectionally responsive. In contrast, at 1,024°/s, 20% of the cells were directionally selective, and nearly half of the population was omnidirectionally responsive. Only 15% of the cells were omnidirectionally excited across most speeds. The remaining 85% of the cells had direction tuning that changed with speed. Collectively, these results indicate a shift from a bias for directional tuning at intermediate speeds of global visual motion to a bias for omnidirectional responses at faster speeds. These results suggest a potential role for the pretectum during flight by detecting unexpected drift or potential collisions, depending on the speed of the optic flow signal.
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Affiliation(s)
- Suryadeep Dash
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4
| | - Vikram B Baliga
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4
| | - Anthony B Lapsansky
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4
| | - Douglas R Wylie
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta T6G 2E9, Canada
| | - Douglas L Altshuler
- Department of Zoology, University of British Columbia, Vancouver, British Columbia V6T 1Z4
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4
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Macias C, Persaud K. From silos to synergy: Integrating approaches to investigate the role of prior knowledge and expectations on episodic memory. Psychon Bull Rev 2024; 31:2390-2409. [PMID: 38691223 PMCID: PMC11680633 DOI: 10.3758/s13423-024-02505-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2024] [Indexed: 05/03/2024]
Abstract
Significant progress in the investigation of how prior knowledge influences episodic memory has been made using three sometimes isolated (but not mutually exclusive) approaches: strictly adult behavioral investigations, computational models, and investigations into the development of the system. Here we point out that these approaches are complementary, each approach informs and is informed by the other. Thus, a natural next step for research is to combine all three approaches to further our understanding of the role of prior knowledge in episodic memory. Here we use studies of memory for expectation-congruent and incongruent information from each of these often disparate approaches to illustrate how combining approaches can be used to test and revise theories from the other. This domain is particularly advantageous because it highlights important features of more general memory processes, further differentiates models of memory, and can shed light on developmental change in the memory system. We then present a case study to illustrate the progress that can be made from integrating all three approaches and highlight the need for more endeavors in this vein. As a first step, we also propose a new computational model of memory that takes into account behavioral and developmental factors that can influence prior knowledge and episodic memory interactions. This integrated approach has great potential for offering novel insights into the relationship between prior knowledge and episodic memory, and cognition more broadly.
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Affiliation(s)
- Carla Macias
- Psychology Department, Rutgers University - Newark, Smith Hall, 101 Warren Street, Newark, NJ, 07102, USA.
| | - Kimele Persaud
- Psychology Department, Rutgers University - Newark, Smith Hall, 101 Warren Street, Newark, NJ, 07102, USA
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5
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Ren X, Xin X, Gao X, Ren G. The effects of prediction representations on implicit learning: Evidence from sentence reading and perceptual identification. Heliyon 2024; 10:e39256. [PMID: 39975463 PMCID: PMC11838083 DOI: 10.1016/j.heliyon.2024.e39256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 09/14/2024] [Accepted: 10/10/2024] [Indexed: 02/21/2025] Open
Abstract
Predicting errors can facilitate implicit learning, but the long-term consequences of prediction errors are not yet fully understood. Especially when predictions are disconfirmed, it remains unclear whether initially correct prediction representations persist or are suppressed. In this study, participants first engaged in a sentence reading task and then performed a perceptual identification task after completing an N-back task or after a 24-h delay. The perceptual identification task presented previously expected and unexpected words and previously predicted but not presented words to measure implicit memory for the critical items. This study aims to investigate the mechanisms underlying the persistence of prediction representations and the long-term effects of prediction errors on implicit learning. Our results indicate that prediction errors can promote implicit learning and can persist for more than 24 h. Furthermore, originally correct but not seen in reality prediction representations persist to facilitate performance on the implicit memory task after 24 h. This may reflect long-term changes in the internal representation probabilities of prediction representations.
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Affiliation(s)
- Xuliu Ren
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Xin Xin
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Xiaorong Gao
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Guiqin Ren
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
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6
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Ortiz-Tudela J, Turan G, Vilas M, Melloni L, Shing YL. Schema-driven prediction effects on episodic memory across the lifespan. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230401. [PMID: 39278241 PMCID: PMC11449153 DOI: 10.1098/rstb.2023.0401] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 04/12/2024] [Accepted: 04/30/2024] [Indexed: 09/18/2024] Open
Abstract
The predictive processing framework posits that one of the main functions of the brain is to anticipate the incoming information. Internal models facilitate interactions with the world by predicting future states against which actual evidence is compared. The difference between predicted and actual states, the prediction error (PE), signals novel information. However, how PE affects cognitive processing downstream is not fully understood: one such aspect pertains to how PE influences episodic memories, and whether those effect on memory differ across the lifespan. We examine the relationship between PE and episodic memory in children, young and older adults. We use a novel paradigm whereby rich visual narratives are used to build action schemas that enable probing different mnemonic aspects. To create different levels of PE, we manipulate the story endings to be either expected, neutral or unexpected with respect to the unfolded action. We show that (i) expected endings are better encoded than neutral endings and (ii) unexpected endings improve the encoding of mismatching events and other aspects of the narrative. These effects are differentially modulated across the lifespan with PE-driven encoding being more prominent in children and young adults and with schema integration playing a larger role on memory encoding in older adults. These results highlight the role of predictions by enriching past experiences and informing future anticipations.This article is part of the theme issue 'Elements of episodic memory: lessons from 40 years of research'.
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Affiliation(s)
- Javier Ortiz-Tudela
- Mind, Brain, and Behavior Research Center, Department of Experimental Psychology, University of Granada, Granada, Spain
| | - Gözem Turan
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA), Frankfurt, Germany
| | - Martina Vilas
- Research Group Neural Circuits, Consciousness and Cognition, Max-Planck Institute for Empirical Aesthetics, Frankfurt, Germany
| | - Lucia Melloni
- Research Group Neural Circuits, Consciousness and Cognition, Max-Planck Institute for Empirical Aesthetics, Frankfurt, Germany
| | - Yee Lee Shing
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA), Frankfurt, Germany
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7
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Sümer E, Kaynak H. Age-related decline in source and associative memory. Cogn Process 2024:10.1007/s10339-024-01230-z. [PMID: 39325322 DOI: 10.1007/s10339-024-01230-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 09/16/2024] [Indexed: 09/27/2024]
Abstract
This review explores the multifaceted nature of age-related decline in source memory and associative memory. The review highlights the potential effects of age-related decline in these types of memory. By integrating insights from behavioral, cognitive, and neuroscientific research, it examines how encoding, retrieval, and neural mechanisms influence this decline. Understanding these processes is critical to alleviate memory decline in older adults. Directing attention to source information during encoding, employing unitization techniques to strengthen memory associations, and utilizing metacognitive strategies to focus on relevant details show promise in enhancing memory retrieval for older adults. However, the review acknowledges limitations in processing resources and executive function, necessitating a nuanced approach to the complexities of age-related decline. In conclusion, this review underscores the importance of understanding the complexities of age-related source and associative memory decline and the potential benefits of specific cognitive strategies. It emphasizes the need for continued research on age-related memory function to improve the quality of life for aging populations.
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Affiliation(s)
- Erdi Sümer
- Department of Psychology, Çankaya University, Ankara, Turkey
| | - Hande Kaynak
- Department of Psychology, Çankaya University, Central Campus: Eskişehir Yolu 29. km, Yukarıyurtçu Mahallesi Mimar Sinan Caddesi No:4, Ankara, Turkey.
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8
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Gava GP, Lefèvre L, Broadbelt T, McHugh SB, Lopes-Dos-Santos V, Brizee D, Hartwich K, Sjoberg H, Perestenko PV, Toth R, Sharott A, Dupret D. Organizing the coactivity structure of the hippocampus from robust to flexible memory. Science 2024; 385:1120-1127. [PMID: 39236189 PMCID: PMC7616439 DOI: 10.1126/science.adk9611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 07/01/2024] [Accepted: 08/05/2024] [Indexed: 09/07/2024]
Abstract
New memories are integrated into prior knowledge of the world. But what if consecutive memories exert opposing demands on the host brain network? We report that acquiring a robust (food-context) memory constrains the mouse hippocampus within a population activity space of highly correlated spike trains that prevents subsequent computation of a flexible (object-location) memory. This densely correlated firing structure developed over repeated mnemonic experience, gradually coupling neurons in the superficial sublayer of the CA1 stratum pyramidale to whole-population activity. Applying hippocampal theta-driven closed-loop optogenetic suppression to mitigate this neuronal recruitment during (food-context) memory formation relaxed the topological constraint on hippocampal coactivity and restored subsequent flexible (object-location) memory. These findings uncover an organizational principle for the peer-to-peer coactivity structure of the hippocampal cell population to meet memory demands.
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Affiliation(s)
- Giuseppe P Gava
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Laura Lefèvre
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Tabitha Broadbelt
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Stephen B McHugh
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Vítor Lopes-Dos-Santos
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Demi Brizee
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Katja Hartwich
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Hanna Sjoberg
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Pavel V Perestenko
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Robert Toth
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Andrew Sharott
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - David Dupret
- Medical Research Council Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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9
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Dubinsky JM, Hamid AA. The neuroscience of active learning and direct instruction. Neurosci Biobehav Rev 2024; 163:105737. [PMID: 38796122 DOI: 10.1016/j.neubiorev.2024.105737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 05/13/2024] [Accepted: 05/20/2024] [Indexed: 05/28/2024]
Abstract
Throughout the educational system, students experiencing active learning pedagogy perform better and fail less than those taught through direct instruction. Can this be ascribed to differences in learning from a neuroscientific perspective? This review examines mechanistic, neuroscientific evidence that might explain differences in cognitive engagement contributing to learning outcomes between these instructional approaches. In classrooms, direct instruction comprehensively describes academic content, while active learning provides structured opportunities for learners to explore, apply, and manipulate content. Synaptic plasticity and its modulation by arousal or novelty are central to all learning and both approaches. As a form of social learning, direct instruction relies upon working memory. The reinforcement learning circuit, associated agency, curiosity, and peer-to-peer social interactions combine to enhance motivation, improve retention, and build higher-order-thinking skills in active learning environments. When working memory becomes overwhelmed, additionally engaging the reinforcement learning circuit improves retention, providing an explanation for the benefits of active learning. This analysis provides a mechanistic examination of how emerging neuroscience principles might inform pedagogical choices at all educational levels.
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Affiliation(s)
- Janet M Dubinsky
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, USA.
| | - Arif A Hamid
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, USA
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10
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Kunčická D, Krajčovič B, Stuchlík A, Brožka H. Neuroscientist's Behavioral Toolbox for Studying Episodic-Like Memory. eNeuro 2024; 11:ENEURO.0073-24.2024. [PMID: 39214694 PMCID: PMC11366770 DOI: 10.1523/eneuro.0073-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 07/12/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
Episodic memory, the ability to recall specific events and experiences, is a cornerstone of human cognition with profound clinical implications. While animal studies have provided valuable insights into the neuronal underpinnings of episodic memory, research has largely relied on a limited subset of tasks that model only some aspects of episodic memory. In this narrative review, we provide an overview of rodent episodic-like memory tasks that expand the methodological repertoire and diversify the approaches used in episodic-like memory research. These tasks assess various aspects of human episodic memory, such as integrated what-where-when or what-where memory, source memory, free recall, temporal binding, and threshold retrieval dynamics. We review each task's general principle and consider whether alternative non-episodic mechanisms can account for the observed behavior. While our list of tasks is not exhaustive, we hope it will guide researchers in selecting models that align with their specific research objectives, leading to novel advancements and a more comprehensive understanding of mechanisms underlying specific aspects of episodic memory.
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Affiliation(s)
- Daniela Kunčická
- Laboratory of Neurophysiology of Memory, Institute of Physiology, Czech Academy of Sciences, Prague 142 20, Czechia
| | - Branislav Krajčovič
- Department of Physiology, Second Faculty of Medicine, Charles University, Prague 150 06, Czechia
| | - Aleš Stuchlík
- Laboratory of Neurophysiology of Memory, Institute of Physiology, Czech Academy of Sciences, Prague 142 20, Czechia
| | - Hana Brožka
- Laboratory of Neurophysiology of Memory, Institute of Physiology, Czech Academy of Sciences, Prague 142 20, Czechia
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11
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Godoy Muñoz JM, Neset L, Markússon S, Weber S, Krokengen OC, Sutinen A, Christakou E, Lopez AJ, Bramham CR, Kursula P. Structural characterization of two nanobodies targeting the ligand-binding pocket of human Arc. PLoS One 2024; 19:e0300453. [PMID: 38683783 PMCID: PMC11057775 DOI: 10.1371/journal.pone.0300453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 02/27/2024] [Indexed: 05/02/2024] Open
Abstract
The activity-regulated cytoskeleton-associated protein (Arc) is a complex regulator of synaptic plasticity in glutamatergic neurons. Understanding its molecular function is key to elucidate the neurobiology of memory and learning, stress regulation, and multiple neurological and psychiatric diseases. The recent development of anti-Arc nanobodies has promoted the characterization of the molecular structure and function of Arc. This study aimed to validate two anti-Arc nanobodies, E5 and H11, as selective modulators of the human Arc N-lobe (Arc-NL), a domain that mediates several molecular functions of Arc through its peptide ligand binding site. The structural characteristics of recombinant Arc-NL-nanobody complexes were solved at atomic resolution using X-ray crystallography. Both anti-Arc nanobodies bind specifically to the multi-peptide binding site of Arc-NL. Isothermal titration calorimetry showed that the Arc-NL-nanobody interactions occur at nanomolar affinity, and that the nanobodies can displace a TARPγ2-derived peptide from the binding site. Thus, both anti-Arc-NL nanobodies could be used as competitive inhibitors of endogenous Arc ligands. Differences in the CDR3 loops between the two nanobodies indicate that the spectrum of short linear motifs recognized by the Arc-NL should be expanded. We provide a robust biochemical background to support the use of anti-Arc nanobodies in attempts to target Arc-dependent synaptic plasticity. Function-blocking anti-Arc nanobodies could eventually help unravel the complex neurobiology of synaptic plasticity and allow to develop diagnostic and treatment tools.
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Affiliation(s)
| | - Lasse Neset
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | | | - Sarah Weber
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | | | - Aleksi Sutinen
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland
| | | | - Andrea J. Lopez
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | | | - Petri Kursula
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland
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12
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Keller TA, Mason RA, Legg AE, Just MA. The neural and cognitive basis of expository text comprehension. NPJ SCIENCE OF LEARNING 2024; 9:21. [PMID: 38514702 PMCID: PMC10957871 DOI: 10.1038/s41539-024-00232-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 02/26/2024] [Indexed: 03/23/2024]
Abstract
As science and technology rapidly progress, it becomes increasingly important to understand how individuals comprehend expository technical texts that explain these advances. This study examined differences in individual readers' technical comprehension performance and differences among texts, using functional brain imaging to measure regional brain activity while students read passages on technical topics and then took a comprehension test. Better comprehension of the technical passages was related to higher activation in regions of the left inferior frontal gyrus, left superior parietal lobe, bilateral dorsolateral prefrontal cortex, and bilateral hippocampus. These areas are associated with the construction of a mental model of the passage and with the integration of new and prior knowledge in memory. Poorer comprehension of the passages was related to greater activation of the ventromedial prefrontal cortex and the precuneus, areas involved in autobiographical and episodic memory retrieval. More comprehensible passages elicited more brain activation associated with establishing links among different types of information in the text and activation associated with establishing conceptual coherence within the text representation. These findings converge with previous behavioral research in their implications for teaching technical learners to become better comprehenders and for improving the structure of instructional texts, to facilitate scientific and technological comprehension.
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Affiliation(s)
- Timothy A Keller
- Center for Cognitive Brain Imaging, Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
| | - Robert A Mason
- Center for Cognitive Brain Imaging, Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
| | - Aliza E Legg
- Center for Cognitive Brain Imaging, Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
| | - Marcel Adam Just
- Center for Cognitive Brain Imaging, Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
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13
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Murphy DH, Castel AD. Knowing more than we know: metacognition, semantic fluency, and originality in younger and older adults. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2024; 31:279-300. [PMID: 36408957 PMCID: PMC10199963 DOI: 10.1080/13825585.2022.2149691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 11/14/2022] [Indexed: 11/22/2022]
Abstract
We examined age-related similarities and differences in people's metacognitive awareness of retrieval from semantic long-term memory as well as the originality of their responses. Participants completed several semantic fluency tasks, and before recalling items, made metacognitive predictions of their performance. Additionally, after retrieval, participants made metacognitive evaluations of the originality of their responses. Results revealed that both younger (Mage = 24.49) and older adults (Mage = 68.31) were underconfident in their performance, despite some metacognitive awareness of their ability to retrieve information from semantic memory. Younger and older adults became more metacognitively aware of their abilities with task experience, but there were no significant differences in participants' metacognitive predictions and postdictions, although older adults believed that they were less original than younger adults. These findings revealed a "skilled and unaware" effect whereby participants were underconfident on the first trial and became less underconfident on later trials. These patterns may fit with a broader literature that has found a lack of adult age differences in metacognition for verbal skills but shows that older adults may believe that their access to original verbal knowledge may decline in older age.
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Affiliation(s)
- Dillon H Murphy
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Alan D Castel
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
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14
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Moscovitch DA, Moscovitch M, Sheldon S. Neurocognitive Model of Schema-Congruent and -Incongruent Learning in Clinical Disorders: Application to Social Anxiety and Beyond. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2023; 18:1412-1435. [PMID: 36795637 PMCID: PMC10623626 DOI: 10.1177/17456916221141351] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Negative schemas lie at the core of many common and debilitating mental disorders. Thus, intervention scientists and clinicians have long recognized the importance of designing effective interventions that target schema change. Here, we suggest that the optimal development and administration of such interventions can benefit from a framework outlining how schema change occurs in the brain. Guided by basic neuroscientific findings, we provide a memory-based neurocognitive framework for conceptualizing how schemas emerge and change over time and how they can be modified during psychological treatment of clinical disorders. We highlight the critical roles of the hippocampus, ventromedial prefrontal cortex, amygdala, and posterior neocortex in directing schema-congruent and -incongruent learning (SCIL) in the interactive neural network that comprises the autobiographical memory system. We then use this framework, which we call the SCIL model, to derive new insights about the optimal design features of clinical interventions that aim to strengthen or weaken schema-based knowledge through the core processes of episodic mental simulation and prediction error. Finally, we examine clinical applications of the SCIL model to schema-change interventions in psychotherapy and provide cognitive-behavior therapy for social anxiety disorder as an illustrative example.
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Affiliation(s)
- David A. Moscovitch
- Department of Psychology and Centre for Mental Health Research & Treatment, University of Waterloo
| | - Morris Moscovitch
- Rotman Research Institute and Department of Psychology, Baycrest Centre for Geriatric Care
- Department of Psychology, University of Toronto
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15
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Hassani SA, Womelsdorf T. Noradrenergic alpha-2a Receptor Stimulation Enhances Prediction Error Signaling in Anterior Cingulate Cortex and Striatum. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.25.564052. [PMID: 37961384 PMCID: PMC10634832 DOI: 10.1101/2023.10.25.564052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The noradrenergic system is implicated to support behavioral flexibility by increasing exploration during periods of uncertainty and by enhancing working memory for goal-relevant stimuli. Possible sources mediating these pro-cognitive effects are α2A adrenoceptors (α2AR) in prefrontal cortex or the anterior cingulate cortex facilitating fronto-striatal learning processes. We tested this hypothesis by selectively stimulating α2ARs using Guanfacine during feature-based attentional set shifting in nonhuman primates. We found that α2A stimulation improved learning from errors and facilitates updating the target feature of an attentional set. Neural recordings in the anterior cingulate cortex (ACC), the dorsolateral prefrontal cortex (dlPFC), and the striatum showed that α2A stimulation selectively enhanced the neural representation of negative reward prediction errors in neurons of the ACC and of positive prediction errors in the striatum, but not in dlPFC. This modulation was accompanied by enhanced encoding of the feature and location of the attended target across the fronto-striatal network. Enhanced learning was paralleled by enhanced encoding of outcomes in putative fast-spiking interneurons in the ACC, dlPFC, and striatum but not in broad spiking cells, pointing to an interneuron mediated mechanism of α2AR action. These results illustrate that α2A receptors causally support the noradrenergic enhancement of updating attention sets through an enhancement of prediction error signaling in the ACC and the striatum.
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Affiliation(s)
- Seyed A. Hassani
- Department of Psychology, Vanderbilt University, Nashville, TN 37240
- Vanderbilt Brain Institute, Nashville, TN 37240
- National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD 20824
| | - Thilo Womelsdorf
- Department of Psychology, Vanderbilt University, Nashville, TN 37240
- Vanderbilt Brain Institute, Nashville, TN 37240
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37240
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16
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Melega G, Sheldon S. Conceptual relatedness promotes memory generalization at the cost of detailed recollection. Sci Rep 2023; 13:15575. [PMID: 37730718 PMCID: PMC10511542 DOI: 10.1038/s41598-023-40803-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/16/2023] [Indexed: 09/22/2023] Open
Abstract
An adaptive memory system is one that allows us to both retrieve detailed memories as well as generalize knowledge about our past, the latter termed memory generalization and is useful for making inferences about new situations. Research has indicated that memory generalization relies on forming knowledge structures by integrating experiences with shared encountered elements. Whether memory generalization occurs more readily when experiences also have elements that share established (conceptual) information is less clear. It is also unclear if engaging in memory generalization during learning comes at the cost of retrieving detailed memories, the other function of episodic memory. To address these two knowledge gaps, we paired a modified version of the acquired equivalence task with a recognition memory test. Across three experiments, participants first learned a series of overlapping object-scene pairs (A-X, B-X and A-Y) in which half of the overlapping pairs contained conceptually-related objects (e.g., A-pencil; B-scissors; conceptual condition) and the other half contained unrelated objects (neutral condition). Participants ability to generalize to new overlapping object-scene pairs (B-Y) as well as not-learned but semantically-related objects was measured. Finally, participants completed a recognition memory test that included the encoded objects, perceptually similar lures or new foil objects. Across all experiments, we found higher rates of generalization but reduced detailed memory (indexed by increased false alarms to lure objects) for information learned in the conceptual than neutral condition. These results suggest the presence of conceptual knowledge biases an individual towards a generalization function of memory, which comes at the expense of detailed recollection.
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Affiliation(s)
- Greta Melega
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany
- Department of Psychology, McGill University, 2001 McGill College, Montreal, QC, H3A 1G1, Canada
| | - Signy Sheldon
- Department of Psychology, McGill University, 2001 McGill College, Montreal, QC, H3A 1G1, Canada.
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d'Arnaud L, Husmann PR. Prior anatomy experience among medical students: What difference does it make? ANATOMICAL SCIENCES EDUCATION 2023; 16:348-358. [PMID: 36453058 DOI: 10.1002/ase.2238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 11/07/2022] [Accepted: 11/11/2022] [Indexed: 06/17/2023]
Abstract
Prior research has reported that experience in undergraduate anatomy did not significantly affect students' grades in professional schools, yet students would still recommend anatomy experience prior to medical school. It has been further posited that this prior experience may have benefits that do not appear in grade outcomes, such as decreased stress levels or different study strategies. The present study investigated whether different study strategies in anatomy were reported between students with and without prior experience. The data were collected using surveys administered near the beginning and the end of the medical anatomy course. The surveys included questions about study strategies used for the course, basic demographics, and prior experience in anatomy and/or physiology. Results confirmed very few differences in course outcomes between students with and without prior experience in anatomy and/or physiology; however, differences were noted in the study strategies reported. Students with prior experience in anatomy were more likely to report use of a wider variety of strategies and less changes in strategies between the surveys. However, these differences were only noted with prior courses of a certain number and level. It is posited that students with prior experience may have already created a basic scaffold of information in their mind that they could then plug additional information into rather than creating an entirely new knowledge structure. While this did not largely change course outcomes, it is likely to have positive effects on students' perceptions of stress and feelings of being overwhelmed during the course.
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Affiliation(s)
- Lindsey d'Arnaud
- Department of Psychiatry, Indiana University School of Medicine, Indiana, Bloomington, USA
| | - Polly R Husmann
- Department of Anatomy, Cell Biology, and Physiology, Indiana University School of Medicine, Bloomington, Indiana, USA
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Moscovitch M, Gilboa A. Has the concept of systems consolidation outlived its usefulness? Identification and evaluation of premises underlying systems consolidation. Fac Rev 2022; 11:33. [PMID: 36532709 PMCID: PMC9720899 DOI: 10.12703/r/11-33] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2023] Open
Abstract
Systems consolidation has mostly been treated as a neural construct defined by the time-dependent change in memory representation from the hippocampus (HPC) to other structures, primarily the neocortex. Here, we identify and evaluate the explicit and implicit premises that underlie traditional or standard models and theories of systems consolidation based on evidence from research on humans and other animals. We use the principle that changes in neural representation over time and experience are accompanied by corresponding changes in psychological representations, and vice versa, to argue that each of the premises underlying traditional or standard models and theories of systems consolidation is found wanting. One solution is to modify or abandon the premises or theories and models. This is reflected in moderated models of systems consolidation that emphasize the early role of the HPC in training neocortical memories until they stabilize. The fault, however, may lie in the very concept of systems consolidation and its defining feature. We propose that the concept be replaced by one of memory systems reorganization, which does not carry the theoretical baggage of systems consolidation and is flexible enough to capture the dynamic nature of memory from inception to very long-term retention and retrieval at a psychological and neural level. The term "memory system reorganization" implies that memory traces are not fixed, even after they are presumably consolidated. Memories can continue to change as a result of experience and interactions among memory systems across the lifetime. As will become clear, hippocampal training of neocortical memories is only one type of such interaction, and not always the most important one, even at inception. We end by suggesting some principles of memory reorganization that can help guide research on dynamic memory processes that capture corresponding changes in memory at the psychological and neural levels.
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Affiliation(s)
- Morris Moscovitch
- Department of Psychology, University of Toronto, Toronto, ON, Canada
- Rotman Research Institute, Baycrest, Toronto, ON, Canada
| | - Asaf Gilboa
- Department of Psychology, University of Toronto, Toronto, ON, Canada
- Rotman Research Institute, Baycrest, Toronto, ON, Canada
- Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
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Medina MS, Castleberry AN, Persky A. Evaluating Pharmacy Faculty's Awareness of Teaching and Learning Myths and Misconceptions. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2022; 86:ajpe8751. [PMID: 34893466 PMCID: PMC10159389 DOI: 10.5688/ajpe8751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 12/07/2021] [Indexed: 05/06/2023]
Abstract
Objective. To assess pharmacy faculty's knowledge of prominent and prevalent teaching and learning myths and misconceptions and evidence-based strategies prior to training.Methods. Participants completed a baseline assessment containing 16 true-false knowledge questions about teaching and learning misconceptions (10) and myths (six), one open-ended application question, and four participant demographic questions including years of experience in pharmacy academia, the focus of their institution (teaching or research), the number of education meetings attended, and whether they had formal training in education. After completing the baseline assessment of the top 16 misconceptions and myths, faculty were trained on the top 10 evidence-based teaching and learning strategies. At session completion, faculty were provided the assessment answers and scored their original responses.Results. Results from the survey revealed that most responders (56%) had been in academics between one and 10 years and attended two to 10 education meetings (62%). The majority of participants worked at teaching-intensive universities (56%), and most had no formal training in teaching (65%). The average score on the assessment was 43% for the myths section versus 70% for the misconceptions section. Faculty participants were overconfident in their predictions (predicted=74%, actual=60%). Faculty demographics did not influence the assessment scores.Conclusion. Pharmacy faculty may not know which teaching and learning strategies are evidence based and which are myths or misconceptions. In addition, they are likely to be overconfident in their knowledge of this evidence. This provides opportunity for faculty development in these areas.
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Affiliation(s)
- Melissa S Medina
- University of Oklahoma Health Sciences Center, College of Pharmacy, Oklahoma City, Oklahoma
- Associate Editor, American Journal of Pharmaceutical Education, Arlington, Virginia
| | | | - Adam Persky
- Associate Editor, American Journal of Pharmaceutical Education, Arlington, Virginia
- University of North Carolina, Eshelman School of Pharmacy, Chapel Hill, North Carolina
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20
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Luo S, Wang H. Data transforming: A concept analysis. Nurs Forum 2022; 57:1491-1500. [PMID: 36163610 DOI: 10.1111/nuf.12801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 06/27/2022] [Accepted: 09/11/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE The aims of this study are to clarify the concept of how data retrieved from electronic health records (EHR) are transformed into nurses' tacit knowledge for evidence-based practice from a cognitive perspective at a macro-organizational level, and to identify this concept's attributes, antecedents, and consequences in the nursing field. SOURCE A literature review was conducted by performing a search on scientific databases using the key terms "data," "transform," "EHR," "nursing," "tacit knowledge," "organization," "data," "interpretation," and "healthcare." Forty-nine articles and four books were selected for the analysis. The process was audited by two independent experts to ensure neutrality and credibility. CONCLUSION Data transforming is a complex cognitive process among different groups of data stakeholders at a macro-organizational level. The concept of data transforming has three attributes: analytical, respectful, and social. The antecedents of these attributes are skillful, immersive, and mission-driven. They have either positive or negative consequences for frontline nurses. These findings not only add to the body of knowledge but also serve as an important impetus for further theory development and research in nursing.
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Affiliation(s)
- Shuhong Luo
- Department of Nursing, College of Nursing and Health Science, Texas A&M International University, Laredo, Texas, USA
| | - Hongwei Wang
- Department of Mathematics and Physics, College of Arts and Sciences, Texas A&M International University, Laredo, Texas, USA
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21
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Taconnat L, Bouazzaoui B, Bouquet C, Larigauderie P, Witt A, Blaye A. Cognitive mechanisms underlying free recall in episodic memory performance across the lifespan: testing the control/representation model. PSYCHOLOGICAL RESEARCH 2022; 87:1370-1388. [DOI: 10.1007/s00426-022-01736-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 09/02/2022] [Indexed: 10/14/2022]
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22
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Li Y, Cheng JX, Yu J. Episodic memory updating among older adults: moderating role of prior knowledge. Memory 2022; 30:1240-1247. [PMID: 35834404 DOI: 10.1080/09658211.2022.2099901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Memory updating is an adaptive function that requires people's registry of changes of episodes. However, the research on the role of prior knowledge on memory updating among older adults is scant. We instructed young and older adults to learn two sets of pairs with overlapping scene (A) on Day 1 (A-B) and Day 2 (A-C) and tested the competing memories on Day 3. We further manipulated the schema-congruency between item (B/C) and scene (A). Young adults performed comparatively well in the A-B and A-C memory tests, and showed no difference under different congruency conditions. However, memory updating among older adults was moderated by prior knowledge, with better memory performance in A-C test relative to A-B test when the to-be-updated item C was schema-congruent, however, with poorer memory performance in the A-C test when the to-be-updated item is schema-incongruent. This study advances the understanding that prior knowledge significantly contributes to memory updating among older adults. They would experience retroactive interference when the to-be-updated memories were consistent with their prior knowledge, yet proactive interference when the to-be-updated memories were inconsistent with their prior knowledge. Meanwhile, prior knowledge among young adults does not affect memory updating, given that their memory patterns are consistent across congruency conditions.
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Affiliation(s)
- Yan Li
- Faculty of Psychology, Southwest University, Chongqing, People's Republic of China
| | - Jing-Xuan Cheng
- Faculty of Psychology, Southwest University, Chongqing, People's Republic of China
| | - Jing Yu
- Faculty of Psychology, Southwest University, Chongqing, People's Republic of China.,Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, People's Republic of China
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23
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Chen X, Varghese L, Jagust WJ. A Double-Edged Sword: The Role of Prior Knowledge in Memory Aging. Front Aging Neurosci 2022; 14:874767. [PMID: 35619942 PMCID: PMC9127270 DOI: 10.3389/fnagi.2022.874767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 03/25/2022] [Indexed: 11/20/2022] Open
Abstract
Introduction People accumulate knowledge throughout their lifespan and the accumulated knowledge influences how we encode and retrieve information in memory processing. This study aims to investigate the role of knowledge in associative memory across the adult lifespan, and specifically examines the effects of two material properties that interact with prior knowledge: congruency – whether the material is congruent with people’s prior knowledge, and ambiguity – whether the material is ambiguous to interpret based on prior knowledge. Method 273 participants (aged 22–70 years old) completed an incidental memory task online. Participants were shown pictures depicting an object in a scene and judged if the object was likely or unlikely to be in the particular scene. Later, in the recognition test, participants were asked to identify if the exact picture was presented earlier. The pictures were manipulated to have varying levels of congruency, meaning that some depicted likely object–scene pairs and some unlikely. We also measured how different the likely/unlikely judgment for each object–scene pair was across all participants to determine the ambiguity level of the object–scene pair: some were more likely to receive diverse responses across people, whereas others are unambiguously consistent (or inconsistent) with common knowledge shared by most people. We used mixed-effects logistic regressions to predict memory outcome for each trial as a function of age, age2, congruency/ambiguity, and their interactions. Results The object–scene pairs perceived as congruent had higher hit rates than incongruent ones, as well as higher false alarm rates, especially in middle-aged and older people. Higher ambiguity was also related to both greater true and false memory, independent of age. Finally, the effect of ambiguity only emerged when the object–scene pair was perceived incongruent. Discussion The results suggest that people rely on prior knowledge to process new information and that this reliance improves hit responses, but also induces false memories particularly for middle-aged and older people, suggesting a double-edged role of knowledge in associative memory and its disproportionate influence on memory aging. Over-reliance on knowledge in older adults, which has been suspected in other cognitive processes, may be one of the mechanisms underlying associative memory decrease in aging.
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Affiliation(s)
- Xi Chen
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States
- Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
- *Correspondence: Xi Chen,
| | - Leah Varghese
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States
| | - William J. Jagust
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States
- Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
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Gualtieri S, Finn AS. The Sweet Spot: When Children’s Developing Abilities, Brains, and Knowledge Make Them Better Learners Than Adults. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2022; 17:1322-1338. [PMID: 35404724 PMCID: PMC9442275 DOI: 10.1177/17456916211045971] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Cognitive development is marked by age-related improvements across a number of domains, as young children perform worse than their older counterparts on most tasks. However, there are cases in which young children, and even infants, outperform older children and adults. So when, and why, does being young sometimes confer an advantage? This article provides a comprehensive examination of the peculiar cases in which younger children perform better. First, we outline the specific instances in which younger is better across domains, including mastering language, using probabilistic information, detecting causal relations, remembering certain information, and even solving problems. We then examine how children’s reduced cognitive abilities, ongoing brain development, more limited prior knowledge, and heightened tendency to explore benefits their learning, reasoning, perception, and memory from a mechanistic perspective. We hold that considering all of these factors together is essential for understanding the ways in which children’s learning is unique and that science has much to learn from a careful consideration of childhood.
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Affiliation(s)
| | - Amy S. Finn
- Department of Psychology, University of Toronto
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25
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Developmental differences in memory reactivation relate to encoding and inference in the human brain. Nat Hum Behav 2022; 6:415-428. [PMID: 34782728 PMCID: PMC8973118 DOI: 10.1038/s41562-021-01206-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 09/01/2021] [Indexed: 11/08/2022]
Abstract
Despite the fact that children can draw on their memories to make novel inferences, it is unknown whether they do so through the same neural mechanisms as adults. We measured memory reinstatement as participants aged 7-30 years learned new, related information. While adults brought memories to mind throughout learning, adolescents did so only transiently, and children not at all. Analysis of trial-wise variability in reactivation showed that discrepant neural mechanisms-and in particular, what we interpret as suppression of interfering memories during learning in early adolescence-are nevertheless beneficial for later inference at each developmental stage. These results suggest that while adults build integrated memories well-suited to informing inference directly, children and adolescents instead must rely on separate memories to be individually referenced at the time of inference decisions.
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Bignold A, Cruz F, Dazeley R, Vamplew P, Foale C. Human engagement providing evaluative and informative advice for interactive reinforcement learning. Neural Comput Appl 2022. [DOI: 10.1007/s00521-021-06850-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
AbstractInteractive reinforcement learning proposes the use of externally sourced information in order to speed up the learning process. When interacting with a learner agent, humans may provide either evaluative or informative advice. Prior research has focused on the effect of human-sourced advice by including real-time feedback on the interactive reinforcement learning process, specifically aiming to improve the learning speed of the agent, while minimising the time demands on the human. This work focuses on answering which of two approaches, evaluative or informative, is the preferred instructional approach for humans. Moreover, this work presents an experimental setup for a human trial designed to compare the methods people use to deliver advice in terms of human engagement. The results obtained show that users giving informative advice to the learner agents provide more accurate advice, are willing to assist the learner agent for a longer time, and provide more advice per episode. Additionally, self-evaluation from participants using the informative approach has indicated that the agent’s ability to follow the advice is higher, and therefore, they feel their own advice to be of higher accuracy when compared to people providing evaluative advice.
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Müller NCJ, Kohn N, van Buuren M, Klijn N, Emmen H, Berkers RMWJ, Dresler M, Janzen G, Fernández G. Differences in executive abilities rather than associative processes contribute to memory development. Hum Brain Mapp 2021; 42:6000-6013. [PMID: 34636105 PMCID: PMC8596915 DOI: 10.1002/hbm.25665] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 09/05/2021] [Accepted: 09/06/2021] [Indexed: 11/24/2022] Open
Abstract
Children's learning capabilities change while growing up. One framework that describes the cognitive and neural development of children's growing learning abilities is the two‐component model. It distinguishes processes that integrate separate features into a coherent memory representation (associative component) and executive abilities, such as elaboration, evaluation, and monitoring, that support memory processing (strategic component). In an fMRI study using an object‐location association paradigm, we investigated how the two components influence memory performance across development. We tested children (10–12 years, n = 31), late adolescents (18 years, n = 29), and adults (25+ years, n = 30). For studying the associative component, we also probed how the utilisation of prior knowledge (schemas) facilitates memory across age groups. Children had overall lower retrieval performance, while adolescents and adults did not differ from each other. All groups benefitted from schemas, but this effect did not differ between groups. Performance differences between groups were associated with deactivation of the dorsal medial prefrontal cortex (dmPFC), which in turn was linked to executive functioning. These patterns were stronger in adolescents and adults and seemed absent in children. Thus, the children's executive system, the strategic component, is not as mature and thus cannot facilitate memory performance in the same way as in adolescents/adults. In contrast, we did not find age‐related differences in the associative component; with activity in the angular gyrus predicting memory performance systematically across groups. Overall, our results suggest that differences of executive rather than associative abilities explain memory differences between children, adolescents, and adults.
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Affiliation(s)
- Nils C J Müller
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Nils Kohn
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Mariët van Buuren
- Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Nadia Klijn
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Helene Emmen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Ruud M W J Berkers
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands.,Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Martin Dresler
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands.,Max Planck Institute of Psychiatry, Munich, Germany
| | - Gabriele Janzen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands.,Behavioural Science Institute, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Guillén Fernández
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
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Silva DG, Xavier GF. Anterior thalamic NMDA-induced damage impairs extrapolation relying on serial stimulus patterns, in rats. Neurobiol Learn Mem 2021; 185:107536. [PMID: 34634435 DOI: 10.1016/j.nlm.2021.107536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 09/27/2021] [Accepted: 10/04/2021] [Indexed: 11/17/2022]
Abstract
Extrapolation of serial stimulus patterns seems to depend upon identification and application of patterns relating sequences of stimuli stored in memory, thus allowing prediction of pending events never experienced before. There have been proposals that such a "generator of predictions system" would include the subiculum, mammillary bodies, anteroventral thalamus and cingulate cortex (e.g., Gray, 1982). The anteroventral thalamus (AVT) seems to be in a strategic position, both hodologically and experimentally, to allow testing of this hypothesis. This study investigated the effect of NMDA-induced damage to the anteroventral thalamus [part of the anterodorsal (AD) thalamus was also damaged in some animals], following stereotaxic minute topic microinjections, on the ability of male Wistar rats to extrapolate relying on serial stimulus patterns. Corresponding sham-operated controls received phosphate-saline buffer microinjections at the same stereotaxic coordinates. The subjects were trained to run through a straight alleyway along 31 sessions, one session per day, to get rewarded. Each session included four successive trials. Subjects exposed to the monotonic serial pattern received 14, 7, 3, 1 sunflower seeds along trials. Subjects exposed to the non-monotonic serial pattern received 14, 3, 7, 1 sunflower seeds. On the 32nd testing session, a fifth trial, never experienced before, was included immediately after the fourth trial. Sham-operated control subjects exposed to the monotonic serial pattern were expected to exhibit longer running times, since the content of their prediction in the fifth trial should be "less than 1 sunflower seeds". In contrast, control subjects exposed to the non-monotonic serial pattern were expected to exhibit shorter running times, since the content of their prediction would be "more than 1 sunflower seeds". Confirming these predictions, control subjects exposed to the monotonic serial pattern exhibited longer running times as compared to both, their own running times in previous trials within the same session and control subjects exposed to the non-monotonic schedule, thus indicating the occurrence of extrapolation. In contrast, AVT/AD lesioned subjects exposed to the monotonic schedule did not exhibit this increase in running times on the fifth trial, indicating lack of extrapolation. These results indicate that extrapolation relying on serial stimulus patterns is disrupted following extensive NMDA-induced damage to AVT and part of the AD. This represents the first consistent demonstration that the anterior thalamic nuclei are required for extrapolation of serial stimulus patterns and generation of predictions.
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Affiliation(s)
- Daniel G Silva
- Laboratory of Neuroscience and Behavior, Department of Physiology, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil, 05508-090.
| | - Gilberto F Xavier
- Laboratory of Neuroscience and Behavior, Department of Physiology, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil, 05508-090.
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Memory, Future Thinking, and the Self. In Honour of Martial Van Der Linden. Psychol Belg 2021; 61:274-283. [PMID: 34611494 PMCID: PMC8447971 DOI: 10.5334/pb.1074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 08/30/2021] [Indexed: 11/20/2022] Open
Abstract
Over the past 20 years, much progress has been made in understanding the relations between memory and future thinking, and their role in shaping our sense of self and identity. My own interest in these research questions owes much to Martial Van der Linden, with whom I had the chance to interact closely for several years. The purpose of this article is to pay tribute to him by reviewing the work we initiated together on autobiographical memory and future-oriented thinking. I first review our early work on the relationship between memory and future thinking and discuss their role in self-representation. Then, I provide an overview of the underlying neural bases and describe the alterations of autobiographical thinking that characterize certain psychological disorders. Finally, I outline an integrative framework that I recently proposed to account for the cognitive structure of past and future autobiographical thinking.
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Cook KM, You X, Cherry JB, Merchant JS, Skapek M, Powers MD, Pugliese CE, Kenworthy L, Vaidya CJ. Neural correlates of schema-dependent episodic memory and association with behavioral flexibility in autism spectrum disorders and typical development. J Neurodev Disord 2021; 13:35. [PMID: 34525948 PMCID: PMC8442441 DOI: 10.1186/s11689-021-09388-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 05/18/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Conceptual knowledge frameworks termed schemas facilitate memory formation and are posited to support flexible behavior. In adults, the medial temporal lobe (MTL) and medial prefrontal cortex (mPFC) trade-off in supporting schema-based memory formation, such that encoding of subsequently remembered schema-congruent information relies on mPFC, whereas schema-incongruent information relies on MTL. Whether this is true in the immature brain and relates to behavioral flexibility is unknown. In this preliminary investigation, we aimed to replicate the adult findings in typically developing (TD) children and to investigate the relevance to behavioral flexibility by examining a disorder with pathognomonic behavioral rigidity, autism spectrum disorder (ASD). METHODS Children completed an associative subsequent memory paradigm, encoding object-scene pairs in an MRI scanner and subsequently completing a recognition test outside the scanner after a delay. Recognition performance was back sorted to construct remembered vs forgotten contrasts. One-way ANOVAS were conducted in MTL and mPFC masks for schema-congruency, followed by congruency by flexibility scores. Exploratory analyses were then conducted within the whole brain. RESULTS As reported in adults, episodic memory was strongest for schema-congruent object-scene pairs, followed by intermediate pairs, and lowest for schema-incongruent pairs in both TD and ASD groups. However, the trade-off between mPFC and MTL in TD children differed from adult reports such that mPFC supported memory for intermediate schema-congruency and left anterior MTL supported memory for schema-congruent pairs. In ASD, mPFC engagement interacted with flexibility such that activation supporting memory for intermediate schema-congruency varied with parent-reported flexibility and was higher in those with more flexible behavior. A similar interaction was also observed in both the left dorsolateral and rostrolateral PFC in whole-brain analysis. CONCLUSION Our findings provide the first preliminary evidence for the association of schema-based episodic memory formation and behavioral flexibility, an executive function impaired in multiple developmental disorders. Upon replication, this line of research holds promise for memory-based interventions addressing executive problems of behavioral rigidity.
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Affiliation(s)
- Kevin M Cook
- Interdisciplinary Program in Neuroscience, Georgetown University, 401 White-Gravenor, 37th and O Streets NW, Washington, DC, 20007, USA.
| | - Xiaozhen You
- Children's Research Institute, Children's National Health System, Washington, DC, 20010, USA
| | - Joseph Bradley Cherry
- Interdisciplinary Program in Neuroscience, Georgetown University, 401 White-Gravenor, 37th and O Streets NW, Washington, DC, 20007, USA
| | - Junaid S Merchant
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA
| | - Mary Skapek
- University of Connecticut, Storrs, CT, 06269, USA
| | | | - Cara E Pugliese
- Children's Research Institute, Children's National Health System, Washington, DC, 20010, USA
| | - Lauren Kenworthy
- Children's Research Institute, Children's National Health System, Washington, DC, 20010, USA
| | - Chandan J Vaidya
- Children's Research Institute, Children's National Health System, Washington, DC, 20010, USA.
- Department of Psychology, Georgetown University, Washington, DC, 20007, USA.
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31
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Events structure information accessibility less in children than adults. Cognition 2021; 217:104878. [PMID: 34418776 DOI: 10.1016/j.cognition.2021.104878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 06/25/2021] [Accepted: 08/09/2021] [Indexed: 11/21/2022]
Abstract
To manage the onslaught of continuously unfolding information in our complex environments, we adults are known to carve up our continuous experience into meaningful events, a process referred to as event segmentation. This segmentation directly shapes how our everyday experiences are construed: content experienced within an event is held mentally in an accessible state, which is then dropped after an event boundary. The greater accessibility of event-specific information has been shown to influence-at its most basic level-how information is processed and remembered. However, it is as yet unknown if accessibility is similarly influenced by event boundaries in children, who are still developing the working memory capacity and semantic knowledge thought to support event segmentation. Here, we tested seven- to nine-year-old children's and adults' recognition of objects experienced either within or across event boundaries of two cartoons. We found that children and adults were both more accurate and faster to correctly recognize objects that last occurred within events versus across event boundaries. We, however, additionally observed an interaction such that children's access to recent experience was less influenced by event boundaries than adults'. Thus, while the spontaneous segmentation of complex events emerges by middle childhood, event structure shapes the active contents of children's minds less reliably than adults'.
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Nolden S, Brod G, Meyer AK, Fandakova Y, Shing YL. Neural Correlates of Successful Memory Encoding in Kindergarten and Early Elementary School Children: Longitudinal Trends and Effects of Schooling. Cereb Cortex 2021; 31:3764-3779. [PMID: 33895801 DOI: 10.1093/cercor/bhab046] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 01/28/2021] [Accepted: 01/31/2021] [Indexed: 11/13/2022] Open
Abstract
From age 5 to 7, there are remarkable improvements in children's cognitive abilities ("5-7 shift"). In many countries, including Germany, formal schooling begins in this age range. It is, thus, unclear to what extent exposure to formal schooling contributes to the "5-7 shift." In this longitudinal study, we investigated if schooling acts as a catalyst of maturation. We tested 5-year-old children who were born close to the official cutoff date for school entry and who were still attending a play-oriented kindergarten. One year later, the children were tested again. Some of the children had experienced their first year of schooling whereas the others had remained in kindergarten. Using 2 functional magnetic resonance imaging tasks that assessed episodic memory formation (i.e., subsequent memory effect), we found that children relied strongly on the medial temporal lobe (MTL) at both time points but not on the prefrontal cortex (PFC). In contrast, older children and adults typically show subsequent memory effects in both MTL and PFC. Both children groups improved in their memory performance, but there were no longitudinal changes nor group differences in neural activation. We conclude that successful memory formation in this age group relies more heavily on the MTL than in older age groups.
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Affiliation(s)
- Sophie Nolden
- Institute of Psychology, Goethe-University Frankfurt am Main, D-60323 Frankfurt am Main, Germany
| | - Garvin Brod
- Institute of Psychology, Goethe-University Frankfurt am Main, D-60323 Frankfurt am Main, Germany.,Center for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.,Department of Education and Human Development, DIPF
- Leibniz Institute for Research and Information in Education, D-60323 Frankfurt am Main, Germany
| | - Ann-Kristin Meyer
- Center for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.,Research Group Adaptive Memory, Max Planck Institute for Human Cognitive and Brain Sciences, D-04303 Leipzig, Germany
| | - Yana Fandakova
- Center for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany
| | - Yee Lee Shing
- Institute of Psychology, Goethe-University Frankfurt am Main, D-60323 Frankfurt am Main, Germany.,Center for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany
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Kizilirmak JM, Fischer L, Krause J, Soch J, Richter A, Schott BH. Learning by Insight-Like Sudden Comprehension as a Potential Strategy to Improve Memory Encoding in Older Adults. Front Aging Neurosci 2021; 13:661346. [PMID: 34194316 PMCID: PMC8236646 DOI: 10.3389/fnagi.2021.661346] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 05/07/2021] [Indexed: 12/23/2022] Open
Abstract
Several cognitive functions show a decline with advanced age, most prominently episodic memory. Problem-solving by insight represents a special associative form of problem-solving that has previously been shown to facilitate long-term memory formation. Recent neuroimaging evidence suggests that the encoding network involved in insight-based memory formation is largely hippocampus-independent. This may represent a potential advantage in older adults, as the hippocampus is one of the earliest brain structures to show age-related volume loss and functional impairment. Here, we investigated the potential beneficial effects of learning by insight in healthy older (60-79 years) compared to young adults (19-28 years). To this end, we compared later memory performance for verbal riddles encoded incidentally via induced insight-like sudden comprehension in both age groups. We employed a variant of the Compound Remote Associate Task (CRAT) for incidental encoding, during which participants were instructed to judge the solvability of items. In a 24-h delayed surprise memory test, participants attempted to solve previously encountered items and additionally performed a recognition memory test. During this test, older adults correctly solved an equal proportion of new CRA items compared to young adults and both age groups reported a similar frequency of Aha! experiences. While overall memory performance was better in young participants (higher proportion of correctly solved and correctly recognized old CRA items), older participants exhibited a stronger beneficial effect of insight-like sudden comprehension on later recognition memory for CRA items. Our results suggest that learning via insight might constitute a promising approach to improve memory function in old age.
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Affiliation(s)
- Jasmin M. Kizilirmak
- German Center for Neurodegenerative Diseases, Göttingen, Germany
- Institute of Psychology, University of Hildesheim, Hildesheim, Germany
| | | | - Justus Krause
- Institute of Psychology, University of Hildesheim, Hildesheim, Germany
| | - Joram Soch
- German Center for Neurodegenerative Diseases, Göttingen, Germany
- Bernstein Center for Computational Neuroscience, Berlin, Germany
| | - Anni Richter
- Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Björn H. Schott
- German Center for Neurodegenerative Diseases, Göttingen, Germany
- Leibniz Institute for Neurobiology, Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
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Sipe SJ, Pathman T. Memory at Play: Examining Relations Between Episodic and Semantic Memory in a Children's Museum. Child Dev 2021; 92:e270-e284. [PMID: 33368186 DOI: 10.1111/cdev.13484] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The relation between episodic and semantic memory was examined by testing how semantic knowledge influences children's episodic memory for events and their locations. Five-, six-, and seven-year-olds (N = 87) engaged in events in a children's museum designed as a town. Events were semantically congruent or incongruent with the spatial location (e.g., sorting mail at post office vs. grocery store). In addition to this experimental paradigm, a semantic interview assessed children's semantic knowledge about real-world locations. Accuracy in the experimental paradigm showed that children's semantic memory influenced memory for locations. Interviews revealed age-related improvements in children's semantic knowledge. Regression analyses examined factors that best supported episodic memory. These results provide novel insights and highlight the utility of research in naturalistic settings.
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35
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Sommer VR, Mount L, Weigelt S, Werkle-Bergner M, Sander MC. Memory specificity is linked to repetition effects in event-related potentials across the lifespan. Dev Cogn Neurosci 2021; 48:100926. [PMID: 33556880 PMCID: PMC7868631 DOI: 10.1016/j.dcn.2021.100926] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/04/2021] [Accepted: 01/22/2021] [Indexed: 01/02/2023] Open
Abstract
The specificity with which past experiences can be remembered varies across the lifespan, possibly due to differences in how precisely information is encoded. Memory formation can be investigated through repetition effects, the common finding that neural activity is altered when stimuli are repeated. However, whether differences in this indirect measure of memory formation relate to lifespan differences in memory specificity has not yet been established. In the present study, we examined repetition effects in event-related potentials and their relation to recognition. During incidental encoding, children (aged 7-9 years), young adults (18-30 years), and older adults (65-76 years) viewed repeated object images from different categories. During subsequent recognition, we distinguished memory for the specific items versus the general categories. We identified repetition suppression in all age groups, and repetition enhancement for adults. Furthermore, individual item recognition performance comprising lure discrimination was positively associated with the magnitude of the neural repetition effects, which did not differ between groups, indicating common neural mechanisms of memory formation. Our findings demonstrate that neural repetition effects reflect the formation of highly specific memory representations and highlight their significance as a neural indicator of individual differences in episodic memory encoding across the lifespan.
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Affiliation(s)
- Verena R Sommer
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Luzie Mount
- Department for Vision, Visual Impairments & Blindness, Faculty of Rehabilitation Sciences, TU Dortmund University, Germany
| | - Sarah Weigelt
- Department for Vision, Visual Impairments & Blindness, Faculty of Rehabilitation Sciences, TU Dortmund University, Germany
| | - Markus Werkle-Bergner
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Myriam C Sander
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
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36
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Kamleh MK, Khosa DK, Dewey CE, Verbrugghe A, Stone EA. Ontario Veterinary College First-Year Veterinary Students' Perceptions of Companion Animal Nutrition and Their Own Nutrition: Implications for a Veterinary Nutrition Curriculum. JOURNAL OF VETERINARY MEDICAL EDUCATION 2021; 48:71-83. [PMID: 32412363 DOI: 10.3138/jvme.0918-113r1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Extant research shows veterinarians face increasing challenges in discussing nutrition with clients despite receiving professional nutrition education in the veterinary medical curriculum. This article's aim is to elicit student veterinarians' baseline nutrition-related perceptions and nutrition information-seeking behaviors at the time of entering veterinary school. Participants were newly enrolled veterinary students at the Ontario Veterinary College (n = 120). Focus group discussions (n = 19) informed the design of an online questionnaire capturing students' demographics and perceptions of their own and their pets' nutrition. Students reported being influenced by individual factors (e.g., time), social networks (e.g., family), and surrounding environment (e.g., cost, contradictory media messages). Overall, 58% of students considered themselves knowledgeable about pet nutrition when commencing veterinary school, with 71% prioritizing their pets' diets as much as their own. Students' confidence in finding pet nutrition information was correlated with perceived accessibility (r = .76, p = .001) and perceived quantity of information available on pet nutrition (r = .83, p = .001), but not quality of information (r = .13, p = .03). In general, students relied on and trusted veterinarians for nutrition advice. However, 94% of students mistrusted pet food companies' motivations. Our data support that students entering veterinary school have their own perceptions on pet nutrition that impact nutrition education, suggesting this as an important consideration in the design and delivery of a veterinary nutrition curriculum. Veterinary medical faculty should be encouraged to discuss baseline nutrition information and address any misconceptions to prepare students for future consultations with clients.
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37
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Coane JH, Umanath S. A database of general knowledge question performance in older adults. Behav Res Methods 2021; 53:415-429. [PMID: 33443730 PMCID: PMC7880974 DOI: 10.3758/s13428-020-01493-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2020] [Indexed: 12/02/2022]
Abstract
General knowledge questions are used across a variety of research and clinical settings to measure cognitive processes such as metacognition, knowledge acquisition, retrieval processes, and intelligence. Existing norms only report performance in younger adults, rendering them of limited utility for cognitive aging research because of well-documented differences in semantic memory and knowledge as a function of age. Specifically, older adults typically outperform younger adults in tasks assessing retrieval of information from the knowledge base. Here we present older adult performance on 421 general knowledge questions across a range of difficulty levels. Cued recall data, including data on the phenomenology of retrieval failures, and multiple-choice data are available. These norms will allow researchers to identify questions that are not likely to be known by older adult participants to examine learning or acquisition processes, or to select questions within a range of marginal accessibility, for example. Comparisons with young adult data from prior databases confirms previous findings of greater knowledge in older adults and indicates there is preservation of knowledge from early adulthood into older adulthood.
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Affiliation(s)
- Jennifer H Coane
- Department of Psychology, Colby College, Waterville, Maine, 04901, USA.
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38
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When are difficulties desirable for children? First steps toward a developmental and individual differences account of the spacing effect. JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION 2020. [DOI: 10.1016/j.jarmac.2020.07.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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39
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Gurguryan L, Dutemple E, Sheldon S. Conceptual similarity alters the impact of context shifts on temporal memory. Memory 2020; 29:11-20. [PMID: 33158382 DOI: 10.1080/09658211.2020.1841240] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Past work has shown that changes in encoding contexts (context shifts) act as boundaries across encountered items and can impair temporal memory. We address two questions about this effect: whether conceptual similarity among contexts creating a boundary can alleviate temporal memory impairments and if this effect holds for different forms of contexts (spatial vs. categorical). In a between-subjects design, participants studied the order of sequentially presented faces (items), each presented with an associated context. One group was shown images of a room (spatial) and the other images of a dessert (categorical) as the context. For both, boundaries between contexts with overlapping (similar) or non-overlapping (distinct) conceptual features were introduced. At test, participants performed a recency judgment for pairs of items that crossed or did not cross a context boundary at encoding and recalled whether they were encoded within the same, similar, or distinct context. For both groups, recency judgments were more accurate for item pairs from similar than distinct contexts, but memory for the context relationship between items was more accurate for items from distinct than similar contexts. Our findings suggest that conceptual knowledge impacts how events are parsed during encoding and affects temporal associations formed in episodic memory.
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Affiliation(s)
- Lauri Gurguryan
- Department of Psychology, McGill University, Montreal, Canada
| | | | - Signy Sheldon
- Department of Psychology, McGill University, Montreal, Canada
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40
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van Kesteren MTR, Meeter M. How to optimize knowledge construction in the brain. NPJ SCIENCE OF LEARNING 2020; 5:5. [PMID: 32655882 PMCID: PMC7339924 DOI: 10.1038/s41539-020-0064-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 03/20/2020] [Indexed: 05/03/2023]
Abstract
Well-structured knowledge allows us to quickly understand the world around us and make informed decisions to adequately control behavior. Knowledge structures, or schemas, are presumed to aid memory encoding and consolidation of new experiences so we cannot only remember the past, but also guide behavior in the present and predict the future. However, very strong schemas can also lead to unwanted side effects such as false memories and misconceptions. To overcome this overreliance on a schema, we should aim to create robust schemas that are on the one hand strong enough to help to remember and predict, but also malleable enough to avoid such undesirable side effects. This raises the question as to whether there are ways to deliberately influence knowledge construction processes, with the goal to reach such optimally balanced schemas. Here, we will discuss how the mnemonic processes in our brains build long-term knowledge and, more specifically, how different phases of memory formation (encoding, consolidation, retrieval, and reconsolidation) contribute to this schema build-up. We finally provide ways how to best keep a balance between generalized semantic and detailed episodic memories, which can prove very useful in, e.g., educational settings.
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Affiliation(s)
- Marlieke Tina Renée van Kesteren
- Section of Education Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Institute of Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- LEARN! Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Martijn Meeter
- Section of Education Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- LEARN! Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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41
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Brod G, Breitwieser J, Hasselhorn M, Bunge SA. Being proven wrong elicits learning in children – but only in those with higher executive function skills. Dev Sci 2020; 23:e12916. [DOI: 10.1111/desc.12916] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 09/01/2019] [Accepted: 10/11/2019] [Indexed: 12/29/2022]
Affiliation(s)
- Garvin Brod
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA) Frankfurt Germany
- DIPF
- Leibniz Institute for Research and Information in Education Frankfurt Germany
- Department of Psychology Goethe University Frankfurt Germany
| | - Jasmin Breitwieser
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA) Frankfurt Germany
- DIPF
- Leibniz Institute for Research and Information in Education Frankfurt Germany
| | - Marcus Hasselhorn
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA) Frankfurt Germany
- DIPF
- Leibniz Institute for Research and Information in Education Frankfurt Germany
- Department of Psychology Goethe University Frankfurt Germany
| | - Silvia A. Bunge
- Department of Psychology & Helen Wills Neuroscience Institute University of California, Berkeley Berkeley CA USA
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42
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van Kesteren MTR, Rignanese P, Gianferrara PG, Krabbendam L, Meeter M. Congruency and reactivation aid memory integration through reinstatement of prior knowledge. Sci Rep 2020; 10:4776. [PMID: 32179822 PMCID: PMC7075880 DOI: 10.1038/s41598-020-61737-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 02/28/2020] [Indexed: 11/17/2022] Open
Abstract
Building knowledge schemas that organize information and guide future learning is of great importance in everyday life. Such knowledge building is suggested to occur through reinstatement of prior knowledge during new learning, yielding integration of new with old memories supported by the medial prefrontal cortex (mPFC) and medial temporal lobe (MTL). Congruency with prior knowledge is also known to enhance subsequent memory. Yet, how reactivation and congruency interact to optimize memory integration is unknown. To investigate this question, we used an adapted AB-AC inference paradigm in combination with functional Magnetic Resonance Imaging (fMRI). Participants first studied an AB-association followed by an AC-association, so B (a scene) and C (an object) were indirectly linked through A (a pseudoword). BC-associations were either congruent or incongruent with prior knowledge (e.g. bathduck or hammer in a bathroom), and participants reported subjective B-reactivation strength while learning AC. Behaviorally, both congruency and reactivation enhanced memory integration. In the brain, these behavioral effects related to univariate and multivariate parametric effects in the MTL, mPFC, and Parahippocampal Place Area (PPA). Moreover, mPFC exhibited larger PPA-connectivity for more congruent associations. These outcomes provide insights into the neural mechanisms underlying memory enhancement, which has value for educational learning.
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Affiliation(s)
- Marlieke T R van Kesteren
- Section of Education Sciences and LEARN! Research Institute, Vrije Universiteit Amsterdam, 1081 BT, Amsterdam, The Netherlands. .,Institute of Brain and Behavior Amsterdam, 1081 BT, Amsterdam, The Netherlands.
| | - Paul Rignanese
- Unit of Neural Circuits Dynamics and Decision Making, Institut Pasteur, 75724, Paris, France
| | - Pierre G Gianferrara
- Department of Psychology, Carnegie Mellon University, Pittsburgh, 15289, United States
| | - Lydia Krabbendam
- Institute of Brain and Behavior Amsterdam, 1081 BT, Amsterdam, The Netherlands.,Section of Clinical, Neuro and Developmental Psychology, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, 1081 BT, Amsterdam, Netherlands
| | - Martijn Meeter
- Section of Education Sciences and LEARN! Research Institute, Vrije Universiteit Amsterdam, 1081 BT, Amsterdam, The Netherlands
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D'Argembeau A. Zooming In and Out on One's Life: Autobiographical Representations at Multiple Time Scales. J Cogn Neurosci 2020; 32:2037-2055. [PMID: 32163320 DOI: 10.1162/jocn_a_01556] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
The ability to decouple from the present environment and explore other times is a central feature of the human mind. Research in cognitive psychology and neuroscience has shown that the personal past and future is represented at multiple timescales and levels of resolution, from broad lifetime periods that span years to short-time slices of experience that span seconds. Here, I review this evidence and propose a theoretical framework for understanding mental time travel as the capacity to flexibly navigate hierarchical layers of autobiographical representations. On this view, past and future thoughts rely on two main systems-event simulation and autobiographical knowledge-that allow us to represent experiential contents that are decoupled from sensory input and to place these on a personal timeline scaffolded from conceptual knowledge of the content and structure of our life. The neural basis of this cognitive architecture is discussed, emphasizing the possible role of the medial pFC in integrating layers of autobiographical representations in the service of mental time travel.
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Vampires and nurses are rated differently by younger and older adults-Age-comparative norms of imageability and emotionality for about 2500 German nouns. Behav Res Methods 2020; 52:980-989. [PMID: 32052352 PMCID: PMC7280351 DOI: 10.3758/s13428-019-01294-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Imageability and emotionality ratings for 2592 German nouns (3–10 letters, one to three phonological syllables) were obtained from younger adults (21–31 years) and older adults (70–86 years). Valid ratings were obtained on average from 20 younger and 23 older adults per word for imageability, and from 18 younger and 19 older adults per word for emotionality. The internal consistency (Cronbach’s α) and retest rank-order stability of the ratings were high for both age groups (α and r ≥ .97). Also, the validity of our ratings was found to be high, as compared to previously published ratings (r ≥ .86). The ratings showed substantial rank-order stability across younger and older adults (imageability, r = .94; emotionality, r = .85). At the same time, systematic differences between age groups were found in the mean levels of ratings (imageability, d = 0.38; emotionality, d = 0.20) and in the extent to which the rating scales were used (imageability, SD = 24 vs. 19, scale of 0 to 100; emotionality, SD = 26 vs. 31, scale of −100 to 100). At the descriptive level, our data hint at systematically different evaluations of semantic categories regarding imageability and emotionality across younger and older adults. Given that imageability and emotionality have been reported, for instance, as important determinants for the recognition and recall of words, our findings highlight the importance of considering age-specific information in age-comparative cognitive (neuroscience) experimental studies using word materials. The age-specific imageability and emotionality ratings for the 2592 German nouns can be found in the electronic supplementary material 1.
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Scott GA, Liu MC, Tahir NB, Zabder NK, Song Y, Greba Q, Howland JG. Roles of the medial prefrontal cortex, mediodorsal thalamus, and their combined circuit for performance of the odor span task in rats: analysis of memory capacity and foraging behavior. ACTA ACUST UNITED AC 2020; 27:67-77. [PMID: 31949038 PMCID: PMC6970426 DOI: 10.1101/lm.050195.119] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 10/16/2019] [Indexed: 11/29/2022]
Abstract
Working memory (WM), the capacity for short-term storage of small quantities of information for immediate use, is thought to depend on activity within the prefrontal cortex. Recent evidence indicates that the prefrontal neuronal activity supporting WM is driven by thalamocortical connections arising in mediodorsal thalamus (mdThal). However, the role of these connections has not been studied using olfactory stimuli leaving open the question of whether this circuit extends to all sensory modalities. Additionally, manipulations of the mdThal in olfactory memory tasks have yielded mixed results. In the present experiment, we investigated the role of connections between the rat medial prefrontal cortex (mPFC) and mdThal in the odor span task (OST) using a pharmacological contralateral disconnection technique. Inactivation of either the mPFC or mdThal alone both significantly impaired memory performance in the OST, replicating previous findings with the mPFC and confirming that the mdThal plays an essential role in intact OST performance. Contralateral disconnection of the two structures impaired OST performance in support of the idea that the OST relies on mPFC-mdThal connections, but ipsilateral control infusions also impaired performance, complicating this interpretation. We also performed a detailed analysis of rats’ errors and foraging behavior and found a dissociation between mPFC and mdThal inactivation conditions. Inactivation of the mdThal and mPFC caused a significant reduction in the number of approaches rats made per odor, whereas only mdThal inactivation or mPFC-mdThal disconnection caused significant increases in choice latency. Our results confirm that the mdThal is necessary for performance of the OST and that it may critically interact with the mPFC to mediate OST performance. Additionally, we have provided evidence that the mPFC and mdThal play dissociable roles in mediating foraging behavior.
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Affiliation(s)
- Gavin A Scott
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Max C Liu
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Nimra B Tahir
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Nadine K Zabder
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Yuanyi Song
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Quentin Greba
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - John G Howland
- Department of Anatomy, Physiology, and Pharmacology, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
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Alonso A, van der Meij J, Tse D, Genzel L. Naïve to expert: Considering the role of previous knowledge in memory. Brain Neurosci Adv 2020; 4:2398212820948686. [PMID: 32954007 PMCID: PMC7479862 DOI: 10.1177/2398212820948686] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 07/20/2020] [Indexed: 12/25/2022] Open
Abstract
In humans, most of our new memories are in some way or another related to what we have already experienced. However, in memory research, especially in non-human animal research, subjects are often mostly naïve to the world. But we know that previous knowledge will change how memories are processed and which brain areas are critical at which time point. Each process from encoding, consolidation, to memory retrieval will be affected. Here, we summarise previous knowledge effects on the neurobiology of memory in both humans and non-human animals, with a special focus on schemas - associative network structures. Furthermore, we propose a new theory on how there may be a continuous gradient from naïve to expert, which would modulate the importance and role of brain areas, such as the hippocampus and prefrontal cortex.
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Affiliation(s)
- Alejandra Alonso
- Donders Centre for Brain,
Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Jacqueline van der Meij
- Donders Centre for Brain,
Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Dorothy Tse
- Center for Discovery Brain
Sciences, Edinburgh Neuroscience, The University of Edinburgh, Edinburgh,
UK
| | - Lisa Genzel
- Donders Centre for Brain,
Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
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Sievers C, Bird CM, Renoult L. Predicting memory formation over multiple study episodes. Learn Mem 2019; 26:465-472. [PMID: 31732707 PMCID: PMC6859827 DOI: 10.1101/lm.049791.119] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 09/20/2019] [Indexed: 11/26/2022]
Abstract
Repeated study typically improves episodic memory performance. Two different types of explanations of this phenomenon have been put forward: (1) reactivating the same representations strengthens and stabilizes memories, or (2) greater encoding variability benefits memory by promoting richer traces. The present experiment directly compared these predictions in a design with multiple repeated study episodes, allowing to dissociate memory for studied items and their context of study. Participants repeatedly encoded names of famous people four times, either in the same task, or in different tasks. During the test phase, an old/new judgment task was used to assess item memory, followed by a source memory judgment about the encoding task. Consistent with predictions from the encoding variability view, encoding stimulus in different contexts resulted in higher item memory. In contrast, consistent with the reactivation view, source memory performance was higher when participants encoded stimuli in the same task repeatedly. Taken together, our findings indicate that encoding variability benefits episodic memory, by increasing the number of items that are recalled. These benefits are however at the expenses of source recollection and memory for details, which are decreased, likely due to interference and generalization across contexts.
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Affiliation(s)
- Carolin Sievers
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
- School of Psychology, University of East Anglia, Norwich NR4 7T, United Kingdom
| | - Chris M Bird
- School of Psychology, University of Sussex, Brighton BN1 9QH, United Kingdom
| | - Louis Renoult
- School of Psychology, University of East Anglia, Norwich NR4 7T, United Kingdom
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Wulff DU, De Deyne S, Jones MN, Mata R. New Perspectives on the Aging Lexicon. Trends Cogn Sci 2019; 23:686-698. [PMID: 31288976 DOI: 10.1016/j.tics.2019.05.003] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/06/2019] [Accepted: 05/07/2019] [Indexed: 12/26/2022]
Abstract
The field of cognitive aging has seen considerable advances in describing the linguistic and semantic changes that happen during the adult life span to uncover the structure of the mental lexicon (i.e., the mental repository of lexical and conceptual representations). Nevertheless, there is still debate concerning the sources of these changes, including the role of environmental exposure and several cognitive mechanisms associated with learning, representation, and retrieval of information. We review the current status of research in this field and outline a framework that promises to assess the contribution of both ecological and psychological aspects to the aging lexicon.
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Affiliation(s)
- Dirk U Wulff
- University of Basel, Basel, Switzerland; Max Planck Institute for Human Development, Berlin, Germany.
| | | | | | - Rui Mata
- University of Basel, Basel, Switzerland; Max Planck Institute for Human Development, Berlin, Germany
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Kurashige H, Yamashita Y, Hanakawa T, Honda M. Effective Augmentation of Creativity-Involving Productivity Consequent to Spontaneous Selectivity in Knowledge Acquisition. Front Psychol 2019; 10:600. [PMID: 30984065 PMCID: PMC6447647 DOI: 10.3389/fpsyg.2019.00600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 03/04/2019] [Indexed: 11/16/2022] Open
Abstract
The results of many studies have suggested that we actively select information from the environment. However, the functional consequences of such selectivity in knowledge acquisition remain unclear, even though it is a vital factor in determining the characteristics of our future knowledge and cognition. We hypothesized that spontaneous selectivity in knowledge acquisition results in effective augmentation of productivity, especially in creativity-demanding task. To test this, we conducted experiments in which subjects acquired novel compositional words during their rapid presentation, evaluated memory confidence rates for the acquired words, and then produced essays based on these words. First, in experiment 1, we showed that the level of confidence in the recognition memory for the words positively related with the length of the essays (a measure of creativity-involving productivity in quantity). Additionally, we found that the semantic distance from the essay to the components of the compositional word (a measure of creative-productivity in quality) was farther for the word with higher memory confidence than for the word with lower memory confidence, suggesting creative leaps when writing the former. While this result supported our hypothesis, it might also reflect better memory that was independent of spontaneous selection. Thus, in a different subject group, we conducted a similar experiment (experiment 2) in which two of the 20 compositional words were presented more often (five times per block) to force memorization. Again, consistent with our hypothesis, essays based on spontaneously memorized words (presented once per block) were significantly longer than those produced using the forcedly memorized words. Therefore, better memory per se did not explain the higher productivity. Instead, these results suggested that the higher creativity-involving productivity was consequent to spontaneous selectivity in the knowledge acquisition. Additionally, we propose a possible mechanism for the observed results based on the results of a neural network simulation. In this simulation, we found that novel information that was assigned to locations more easily accessible to the entire network was better assimilated and therefore selectively acquired. Based on this simulation, we moderately suggest that spontaneously acquired knowledge effectively confers productivity because it effectively activates large parts of the neural networks.
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Affiliation(s)
- Hiroki Kurashige
- Graduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo, Japan
- National Center of Neurology and Psychiatry, National Institute of Neuroscience, Tokyo, Japan
| | - Yuichi Yamashita
- National Center of Neurology and Psychiatry, National Institute of Neuroscience, Tokyo, Japan
| | - Takashi Hanakawa
- Integrative Brain Imaging Center, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Manabu Honda
- National Center of Neurology and Psychiatry, National Institute of Neuroscience, Tokyo, Japan
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