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Buchberger ES, Joechner AK, Ngo CT, Lindenberger U, Werkle-Bergner M. Age differences in generalization, memory specificity, and their overnight fate in childhood. Child Dev 2024; 95:e270-e286. [PMID: 38516813 DOI: 10.1111/cdev.14089] [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] [Indexed: 03/23/2024]
Abstract
Memory enables generalization to new situations, and memory specificity that preserves individual episodes. This study investigated generalization, memory specificity, and their overnight fate in 141 4- to 8-year-olds (computerized memory game; 71 females, tested 2020-2021 in Germany). The results replicated age effects in generalization and memory specificity, and a contingency of generalization on object conceptual properties and interobject semantic proximity. Age effects were stronger in generalization than in memory specificity, and generalization was more closely linked to the explicit regularity knowledge in older than in younger children. After an overnight delay, older children retained more generalized and specific memories and showed greater gains but only in generalization. These findings reveal distinct age differences in generalization and memory specificity across childhood.
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Affiliation(s)
- Elisa S Buchberger
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Ann-Kathrin Joechner
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Chi T Ngo
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Ulman Lindenberger
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany
| | - Markus Werkle-Bergner
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
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2
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Rollins L, Huffman DJ, Walters LA, Bennett K. Prolonged development of forced-choice recognition when targets are paired with non-corresponding lures. J Exp Child Psychol 2023; 236:105742. [PMID: 37481987 DOI: 10.1016/j.jecp.2023.105742] [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: 02/16/2023] [Revised: 04/28/2023] [Accepted: 06/26/2023] [Indexed: 07/25/2023]
Abstract
Previous research suggests that mnemonic discrimination (i.e., the ability to discriminate between previously encountered and novel stimuli even when they are highly similar) improves substantially during childhood. To further understand the development of mnemonic discrimination during childhood, the current study had 4-year-old children, 6-year-old children, and young adults complete the forced-choice Mnemonic Similarity Task (MST). The forced-choice MST offers a significant advantage in the context of developmental research because it is not sensitive to age-related differences in response criteria and includes three test formats that are theorized to be supported by different cognitive processes. A target (i.e., a previously encountered item) is paired with either a novel item (A-X), a corresponding lure (A-A'; i.e., an item mnemonically similar to the target), or a non-corresponding lure (A-B'; i.e., an item mnemonically similar to a different previously encoded item). We observed that 4-year-olds performed more poorly than 6-year-olds on the A-X and A-A' test formats, whereas both 4- and 6-year-olds performed more poorly than young adults on the A-B' test format. The MINERVA 2.2 computational model effectively accounted for these age-related differences. The model suggested that 4-year-olds have a lower learning rate (i.e., probability of encoding stimulus features) than 6-year-olds and young adults and that both 4- and 6-year-olds have greater encoding variability than young adults. These findings provide new insight into possible mechanisms underlying memory development during childhood and serve as the basis for multiple avenues of future research.
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Affiliation(s)
- Leslie Rollins
- Department of Psychology, Christopher Newport University, Newport News, VA 23606, USA.
| | - Derek J Huffman
- Department of Psychology, Colby College, Waterville, ME 04901, USA
| | - Lauren A Walters
- Department of Psychology, Christopher Newport University, Newport News, VA 23606, USA
| | - Kaylee Bennett
- Department of Psychology, Christopher Newport University, Newport News, VA 23606, USA
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3
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Cohen AO, Phaneuf CV, Rosenbaum GM, Glover MM, Avallone KN, Shen X, Hartley CA. Reward-motivated memories influence new learning across development. Learn Mem 2022; 29:421-429. [PMID: 36253009 PMCID: PMC9578374 DOI: 10.1101/lm.053595.122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 09/14/2022] [Indexed: 01/07/2023]
Abstract
Previously rewarding experiences can influence choices in new situations. Past work has demonstrated that existing reward associations can either help or hinder future behaviors and that there is substantial individual variability in the transfer of value across contexts. Developmental changes in reward sensitivity may also modulate the impact of prior reward associations on later goal-directed behavior. The current study aimed to characterize how reward associations formed in the past affected learning in the present from childhood to adulthood. Participants completed a reinforcement learning paradigm using high- and low-reward stimuli from a task completed 24 h earlier, as well as novel stimuli, as choice options. We found that prior high-reward associations impeded learning across all ages. We then assessed how individual differences in the prioritization of high- versus low-reward associations in memory impacted new learning. Greater high-reward memory prioritization was associated with worse learning performance for previously high-reward relative to low-reward stimuli across age. Adolescents also showed impeded early learning regardless of individual differences in high-reward memory prioritization. Detrimental effects of previous reward on choice behavior did not persist beyond learning. These findings indicate that prior reward associations proactively interfere with future learning from childhood to adulthood and that individual differences in reward-related memory prioritization influence new learning across age.
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Affiliation(s)
- Alexandra O Cohen
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Camille V Phaneuf
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Gail M Rosenbaum
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Morgan M Glover
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Kristen N Avallone
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Xinxu Shen
- Department of Psychology, New York University, New York, New York 10003, USA
| | - Catherine A Hartley
- Department of Psychology, New York University, New York, New York 10003, USA
- Center for Neural Science, New York University, New York, New York 10003, USA
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Cohen AO, Glover MM, Shen X, Phaneuf CV, Avallone KN, Davachi L, Hartley CA. Reward Enhances Memory via Age-Varying Online and Offline Neural Mechanisms across Development. J Neurosci 2022; 42:6424-6434. [PMID: 35790398 PMCID: PMC9398543 DOI: 10.1523/jneurosci.1820-21.2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 04/04/2022] [Accepted: 05/21/2022] [Indexed: 11/21/2022] Open
Abstract
Reward motivation enhances memory through interactions between mesolimbic, hippocampal, and cortical systems, both during and after encoding. Developmental changes in these distributed neural circuits may lead to age-related differences in reward-motivated memory and the underlying neural mechanisms. Converging evidence from cross-species studies suggests that subcortical dopamine signaling is increased during adolescence, which may lead to stronger memory representations of rewarding, relative to mundane, events and changes in the contributions of underlying subcortical and cortical brain mechanisms across age. Here, we used fMRI to examine how reward motivation influences the "online" encoding and "offline" postencoding brain mechanisms that support long-term associative memory from childhood to adulthood in human participants of both sexes. We found that reward motivation led to both age-invariant enhancements and nonlinear age-related differences in associative memory after 24 h. Furthermore, reward-related memory benefits were linked to age-varying neural mechanisms. During encoding, interactions between the prefrontal cortex (PFC) and ventral tegmental area (VTA) were associated with better high-reward memory to a greater degree with increasing age. Preencoding to postencoding changes in functional connectivity between the anterior hippocampus and VTA were also associated with better high-reward memory, but more so at younger ages. Our findings suggest that there may be developmental differences in the contributions of offline subcortical and online cortical brain mechanisms supporting reward-motivated memory.SIGNIFICANCE STATEMENT A substantial body of research has examined the neural mechanisms through which reward influences memory formation in adults. However, despite extensive evidence that both reward processing and associative memory undergo dynamic change across development, few studies have examined age-related changes in these processes. We found both age-invariant and nonlinear age-related differences in reward-motivated memory. Moreover, our findings point to developmental differences in the processes through which reward modulates the prioritization of information in long-term memory, with greater early reliance on offline subcortical consolidation mechanisms and increased contribution of systems-level online encoding circuitry with increasing age. These results highlight dynamic developmental changes in the cognitive and neural mechanisms through which motivationally salient information is prioritized in memory from childhood to adulthood.
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Affiliation(s)
- Alexandra O Cohen
- Department of Psychology, New York University, New York, New York 10003
| | - Morgan M Glover
- Department of Psychology, New York University, New York, New York 10003
| | - Xinxu Shen
- Department of Psychology, New York University, New York, New York 10003
| | - Camille V Phaneuf
- Department of Psychology, New York University, New York, New York 10003
| | | | - Lila Davachi
- Department of Psychology, Columbia University, New York, New York 10027
- Nathan Kline Institute of Psychiatric Research, Orangeburg, New York 20962
| | - Catherine A Hartley
- Department of Psychology, New York University, New York, New York 10003
- New York University Center for Neural Science and Langone Health Neuroscience Institute, New York, New York 10003
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5
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Benear SL, Horwath EA, Cowan E, Camacho MC, Ngo CT, Newcombe NS, Olson IR, Perlman SB, Murty VP. Children show adult-like hippocampal pattern similarity for familiar but not novel events. Brain Res 2022; 1791:147991. [PMID: 35772567 PMCID: PMC10103636 DOI: 10.1016/j.brainres.2022.147991] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/20/2022] [Indexed: 11/02/2022]
Abstract
The ability to detect differences among similar events in our lives is a crucial aspect of successful episodic memory performance, which develops across early childhood. The neural substrate of this ability is supported by operations in the medial temporal lobe (MTL). Here, we used representational similarity analysis (RSA) to measure neural pattern similarity in hippocampus, perirhinal cortex, and parahippocampal cortex for 4- to 10-year-old children and adults during naturalistic viewing of clips from the same compared to different movies. Further, we assessed the role of prior exposure to individual movie clips on pattern similarity in the MTL. In both age groups, neural pattern similarity in hippocampus was lower for clips drawn from the same movies compared to those drawn from different movies, suggesting that related content activates processes focused on keeping representations with shared content distinct. However, children showed this only for movies with which they had prior exposures, whereas adults showed the effect regardless of any prior exposures to the movies. These findings suggest that children require repeated exposure to stimuli to show adult-like MTL functioning in distinguishing among similar events.
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Affiliation(s)
- Susan L Benear
- Department of Psychology, Temple University, Philadelphia, USA
| | | | - Emily Cowan
- Department of Psychology, Temple University, Philadelphia, USA
| | - M Catalina Camacho
- Department of Psychiatry, Washington University of St. Louis, St. Louis, USA
| | - Chi T Ngo
- Max Planck Institute for Human Development, Berlin, Germany
| | - Nora S Newcombe
- Department of Psychology, Temple University, Philadelphia, USA
| | - Ingrid R Olson
- Department of Psychology, Temple University, Philadelphia, USA
| | - Susan B Perlman
- Department of Psychiatry, Washington University of St. Louis, St. Louis, USA
| | - Vishnu P Murty
- Department of Psychology, Temple University, Philadelphia, USA.
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Moore KN, Lampinen JM, Nesmith BL, Bridges AJ, Gallo DA. The effect of feedback and recollection rejection instructions on the development of memory monitoring and accuracy. J Exp Child Psychol 2022; 221:105434. [PMID: 35489136 DOI: 10.1016/j.jecp.2022.105434] [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: 05/25/2021] [Revised: 01/11/2022] [Accepted: 03/16/2022] [Indexed: 11/24/2022]
Abstract
Recollection rejection (a form of memory monitoring) involves rejecting false details on the basis of remembering true details (recall to reject), thereby increasing memory accuracy. This study examined how recollection rejection instructions and feedback affect memory accuracy and false recognition in 5-year-olds, 6- and 7-year-olds, 8- and 9-year-olds, and adults. Participants (N = 336) completed three study-test phases. Instructions and item-level feedback were manipulated during the first two phases, with the third phase including a test containing no instructions or feedback to evaluate learning effects. As predicted, in the younger children, as compared with the older children and adults, we found reduced accuracy scores (hits to studied items minus false alarms to related lures), reduced recollection rejection to related lures, and increased false recognition scores. We also found that, in the third phase, prior feedback reduced false recognition scores, potentially by improving monitoring, and typical developmental differences in false recognition were eliminated. However, there were mixed findings of instructions and feedback, and in some conditions these interventions harmed memory. These findings provide initial evidence that combining instructions and feedback with repeated task practice may improve monitoring effectiveness, but additional work is needed on how these factors improve and sometimes harm performance in young children.
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Affiliation(s)
- Kara N Moore
- Department of Psychology, Oklahoma State University, Stillwater, OK 74074, USA.
| | | | - Blake L Nesmith
- Department of Psychology, Oklahoma State University, Stillwater, OK 74074, USA
| | - Ana J Bridges
- Department of Psychology, University of Arkansas, Fayetteville, AR 72701, USA
| | - David A Gallo
- Department of Psychology, University of Chicago, Chicago, IL 60637, USA
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Nussenbaum K, Hartley CA. Developmental change in prefrontal cortex recruitment supports the emergence of value-guided memory. eLife 2021; 10:e69796. [PMID: 34542408 PMCID: PMC8452307 DOI: 10.7554/elife.69796] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 08/23/2021] [Indexed: 12/18/2022] Open
Abstract
Prioritizing memory for valuable information can promote adaptive behavior across the lifespan, but it is unclear how the neurocognitive mechanisms that enable the selective acquisition of useful knowledge develop. Here, using a novel task coupled with functional magnetic resonance imaging, we examined how children, adolescents, and adults (N = 90) learn from experience what information is likely to be rewarding, and modulate encoding and retrieval processes accordingly. We found that the ability to use learned value signals to selectively enhance memory for useful information strengthened throughout childhood and into adolescence. Encoding and retrieval of high- vs. low-value information was associated with increased activation in striatal and prefrontal regions implicated in value processing and cognitive control. Age-related increases in value-based lateral prefrontal cortex modulation mediated the relation between age and memory selectivity. Our findings demonstrate that developmental increases in the strategic engagement of the prefrontal cortex support the emergence of adaptive memory.
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8
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Ngo CT, Benear SL, Popal H, Olson IR, Newcombe NS. Contingency of semantic generalization on episodic specificity varies across development. Curr Biol 2021; 31:2690-2697.e5. [PMID: 33887184 PMCID: PMC8222141 DOI: 10.1016/j.cub.2021.03.088] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/10/2021] [Accepted: 03/26/2021] [Indexed: 11/28/2022]
Abstract
Semantic memory-general knowledge of ideas and concepts-includes generalization processes that support inference. Episodic memory, on the other hand, preserves the specificity of individual events by binding together unique combinations of elements from an episode and relies on pattern separation to distinguish similar experiences. These two memory systems play complementary roles, supporting different mnemonic goals, but the nature and extent of their interdependence is unclear.1,2 Some models suggest that new information is encoded initially as hippocampus-dependent episodic memory and then, either through repetition or gist extraction, becomes semantic over time.3,4 These models also posit a neocortical route to semantic memory acquisition exists that can bypass the hippocampus.3 Both proposed routes are slow learning mechanisms, yet generalization can occur rapidly. Recent models suggest that fast generalization relies, in part, on the retrieval of individual but related episodes.5,6 Such episodic memory gating mechanisms render fast generalization contingent on the memory specificity of instances, a pattern that has been observed in adults.7,8 None of these models take into account the observation that generalization and episodic specificity have asynchronous developmental profiles, with generalization emerging years before episodic memory.9,10 We ask two questions about generalized and specific memory during early childhood: first, is rapid generalization contingent on remembering specific past memories? And second, does the strength or nature of this contingency differ across development? We found that the interdependence of generalization and episodic memory varies across development: generalization success in adults, but not in children, was contingent on context binding.
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Affiliation(s)
- Chi T Ngo
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
| | - Susan L Benear
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Haroon Popal
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Ingrid R Olson
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Nora S Newcombe
- Department of Psychology, Temple University, Philadelphia, PA, USA
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9
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Persaud K, Macias C, Hemmer P, Bonawitz E. Evaluating recall error in preschoolers: Category expectations influence episodic memory for color. Cogn Psychol 2020; 124:101357. [PMID: 33186844 DOI: 10.1016/j.cogpsych.2020.101357] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 08/26/2020] [Accepted: 10/25/2020] [Indexed: 11/16/2022]
Abstract
Despite limited memory capacity, children are exceptional learners. How might children engage in meaningful learning despite limited memory systems? Past research suggests that adults integrate category knowledge and noisy episodic traces to aid recall when episodic memory is noisy or incomplete (e.g. Hemmer & Steyvers, 2009a,b). We suspect children utilize a similar process but integrate category and episodic traces in recall to a different degree. Here we conduct two experiments to empirically assess children's color category knowledge (Study 1) and recall of target hue values (Study 2). In Study 1, although children's generated hue values appear to be noisier than adults, we found no significant difference between children and adult's generated color category means (prototypes), suggesting that preschool-aged children's color categories are well established. In Study 2, we found that children's (like adult's) free recall of target hue values regressed towards color category means. We implemented three probabilistic memory models: one that combines category knowledge and specific target information (Integrative), a category only (Noisy Prototype) model, and a target only (Noisy Target) model to computationally evaluate recall performance. Consistent with previous studies with older children (Duffy, Huttenlocher, & Crawford, 2006), quantitative fits of the models to aggregate group-level data provided strong support for the Integrative process. However, at the individual subject level, a greater proportion of preschoolers' recall was better fit by a Prototype only model. Our results provide evidence that the integration of category knowledge in episodic memory comes online early and strongly. Implications for how the greater reliance on category knowledge by preschoolers relative to adults might track with developmental shifts in relational episodic memory are discussed.
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Affiliation(s)
- Kimele Persaud
- Department of Psychology, Rutgers University, Newark, NJ, USA.
| | - Carla Macias
- Department of Psychology, Rutgers University, Newark, NJ, USA
| | - Pernille Hemmer
- Department of Psychology, Rutgers University, New Brunswick, NJ, USA
| | - Elizabeth Bonawitz
- Department of Psychology, Rutgers University, Newark, NJ, USA; Graduate School of Education, Harvard University, Cambridge, MA, USA
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