1
|
Züst MA. Dismissing the role of the hippocampus in implicit memory is special pleading. Cogn Neurosci 2024:1-2. [PMID: 38647224 DOI: 10.1080/17588928.2024.2343663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Indexed: 04/25/2024]
Abstract
Steinkrauss and Slotnick (this issue) argue against hippocampal involvement in implicit memory, bringing up some important considerations. Their critique, however, exhibits significant flaws. The argumentation is based on an ill-defined key concept of 'implicit memory,' and important theoretical context is missed. Potential confounds are brought to bear against a rather narrow selection of studies, often without explaining how exactly the studies are biased. Refining the conceptual scope, including a broader range of literature, and arguing more inclusively would provide more nuanced insights into the hippocampus's role in implicit memory.
Collapse
Affiliation(s)
- Marc Alain Züst
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
| |
Collapse
|
2
|
Steinkrauss AC, Slotnick SD. Is implicit memory associated with the hippocampus? Cogn Neurosci 2024:1-15. [PMID: 38368598 DOI: 10.1080/17588928.2024.2315816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 01/18/2024] [Indexed: 02/20/2024]
Abstract
According to the traditional memory-systems view, the hippocampus is critical during explicit (conscious) long-term memory, whereas other brain regions support implicit (nonconscious) memory. In the last two decades, some fMRI studies have reported hippocampal activity during implicit memory tasks. The aim of the present discussion paper was to identify whether any implicit memory fMRI studies have provided convincing evidence that the hippocampus is associated with nonconscious processes without being confounded by conscious processes. Experimental protocol and analysis parameters included the stimulus type(s), task(s), measures of subjective awareness, explicit memory accuracy, the relevant fMRI contrast(s) or analysis, and confound(s). A systematic review was conducted to identify implicit memory studies that reported fMRI activity in the hippocampus. After applying exclusion criteria, 13 articles remained for analysis. We found that there were no implicit memory fMRI studies where subjective awareness was absent, explicit memory performance was at chance, and there were no confounds that could have driven the observed hippocampal activity. The confounds included explicit memory (including false memory), imbalanced attentional states between conditions (yielding activation of the default-mode network), imbalanced stimuli between conditions, and differential novelty. As such, not a single fMRI study provided convincing evidence that implicit memory was associated with the hippocampus. Neuropsychological evidence was also considered, and implicit memory deficits were caused by factors known to disrupt brain regions beyond the hippocampus, such that the behavioral effects could not be attributed to this region. The present results indicate that implicit memory is not associated with the hippocampus.
Collapse
Affiliation(s)
- Ashley C Steinkrauss
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, MA, USA
| | - Scott D Slotnick
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, MA, USA
| |
Collapse
|
3
|
Davis EE, Tehrani EK, Campbell KL. Some young adults hyper-bind too: Attentional control relates to individual differences in hyper-binding. Psychon Bull Rev 2024:10.3758/s13423-024-02464-w. [PMID: 38302792 DOI: 10.3758/s13423-024-02464-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 02/03/2024]
Abstract
Hyper-binding - the erroneous encoding of target and distractor information into associative pairs in memory - has been described as a unique age effect caused by declines in attentional control. Previous work has found that, on average, young adults do not hyper-bind. However, if hyper-binding is caused by reduced attentional control, then young adults with poor attention regulation should also show evidence of hyper-binding. We tested this question with an individual differences approach, using a battery of attentional control tasks and relating this to individual differences in hyper-binding. Participants (N = 121) completed an implicit associative memory test measuring memory for both target-distractor (i.e., hyper-binding) and target-target pairs, followed by a series of tasks measuring attentional control. Our results show that on average, young adults do not hyper-bind, but as predicted, those with poor attentional control show a larger hyper-binding effect than those with good attentional control. Exploratory analyses also suggest that individual differences in attentional control relate to susceptibility to interference at retrieval. These results support the hypothesis that hyper-binding in older adults is due to age-related declines in attentional control, and demonstrate that hyper-binding may be an issue for any individual with poor attentional control, regardless of age.
Collapse
Affiliation(s)
- Emily E Davis
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada.
| | - Edyta K Tehrani
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Karen L Campbell
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| |
Collapse
|
4
|
Ward EV. Age differences in priming as a function of processing at encoding. Conscious Cogn 2024; 117:103626. [PMID: 38141418 DOI: 10.1016/j.concog.2023.103626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 12/07/2023] [Accepted: 12/10/2023] [Indexed: 12/25/2023]
Abstract
It is unclear whether implicit memory (priming) is affected by aging. Some studies have reported no difference between young and older adults, while others have uncovered reliable reductions. An important factor that may explain these discrepancies is the manner of encoding. Processing requirements (perceptual/conceptual) have varied considerably between studies, yet processing abilities are not equally affected by aging. This study examined whether processing during encoding moderates age effects on priming. Young and older participants studied object-word pairs and made natural/manufactured (conceptual) and left/right rotation (perceptual) judgements in relation to the word or object. Objects served as targets on a subsequent continuous identification with recognition task to assess priming and recognition. Priming and recognition were greater in young than older adults for attended items, with a larger effect size in the conceptual than the perceptual condition. Findings suggest that age differences in priming may be a function of processing at encoding.
Collapse
Affiliation(s)
- Emma V Ward
- Middlesex University, London, United Kingdom.
| |
Collapse
|
5
|
Ataei S, Simo E, Bergers M, Schoch SF, Axmacher N, Dresler M. Learning during sleep in humans - A historical review. Sleep Med Rev 2023; 72:101852. [PMID: 37778137 DOI: 10.1016/j.smrv.2023.101852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 09/04/2023] [Accepted: 09/13/2023] [Indexed: 10/03/2023]
Abstract
Sleep helps to consolidate previously acquired memories. Whether new information such as languages and other useful skills can also be learned during sleep has been debated for over a century, however, the sporadic studies' different objectives and varied methodologies make it difficult to draw definitive conclusions. This review provides a comprehensive overview of the history of sleep learning research conducted in humans, from its empirical beginnings in the 1940s to the present day. Synthesizing the findings from 51 research papers, we show that several studies support the notion that simpler forms of learning, such as habituation and conditioning, are possible during sleep. In contrast, the findings for more complex, applied learning (e.g., learning a new language during sleep) are more divergent. While there is often an indication of processing and learning during sleep when looking at neural markers, behavioral evidence for the transfer of new knowledge to wake remains inconclusive. We close by critically examining the limitations and assumptions that have contributed to the discrepancies in the literature and highlight promising new directions in the field.
Collapse
Affiliation(s)
- Somayeh Ataei
- Department of Neuropsychology, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany; Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Eni Simo
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Mathijs Bergers
- Department of Psychiatry, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Sarah F Schoch
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands; Center of Competence Sleep & Health Zurich, University of Zurich, Zurich, CH, Switzerland
| | - Nikolai Axmacher
- Department of Neuropsychology, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Martin Dresler
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands.
| |
Collapse
|
6
|
Bonuzzi GMG, Bastos FH, Schweighofer N, Wade E, Winstein CJ, Torriani-Pasin C. Moderate-intensity cardiovascular exercise performed before motor practice attenuates offline implicit motor learning in stroke survivors but not age-matched neurotypical adults. Exp Brain Res 2023:10.1007/s00221-023-06659-w. [PMID: 37395857 DOI: 10.1007/s00221-023-06659-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 06/26/2023] [Indexed: 07/04/2023]
Abstract
The acute impact of cardiovascular exercise on implicit motor learning of stroke survivors is still unknown. We investigated the effects of cardiovascular exercise on implicit motor learning of mild-moderately impaired chronic stroke survivors and neurotypical adults. We addressed whether exercise priming effects are time-dependent (e.g., exercise before or after practice) in the encoding (acquisition) and recall (retention) phases. Forty-five stroke survivors and 45 age-matched neurotypical adults were randomized into three sub-groups: BEFORE (exercise, then motor practice), AFTER (motor practice, then exercise), and No-EX (motor practice alone). All sub-groups practiced a serial reaction time task (five repeated and two pseudorandom sequences per day) on three consecutive days, followed 7 days later by a retention test (one repeated sequence). Exercise was performed on a stationary bike, (one 20-min bout per day) at 50% to 70% heart rate reserve. Implicit motor learning was measured as a difference score (repeated-pseudorandom sequence response time) during practice (acquisition) and recall (delayed retention). Separate analyses were performed on the stroke and neurotypical groups using linear mixed-effects models (participant ID was a random effect). There was no exercise-induced benefit on implicit motor learning for any sub-group. However, exercise performed before practice impaired encoding in neurotypical adults and attenuated retention performance of stroke survivors. There is no benefit to implicit motor learning of moderately intense cardiovascular exercise for stroke survivors or age-matched neurotypical adults, regardless of timing. Practice under a high arousal state and exercise-induced fatigue may have attenuated offline learning in stroke survivors.
Collapse
Affiliation(s)
- Giordano Marcio Gatinho Bonuzzi
- Department of Physical Education, State University of Piauí, Professor Barros Araújo Campus, BR-316, KM 299, Altamira, Picos, Piaui, 64602-000, Brazil.
- Department of Physical Education, Federal University of Vale Do São Francisco, Petrolina, Pernambuco, Brazil.
- School of Physical Education and Sport, University of Sao Paulo, São Paulo, São Paulo, Brazil.
| | - Flavio Henrique Bastos
- School of Physical Education and Sport, University of Sao Paulo, São Paulo, São Paulo, Brazil
| | - Nicolas Schweighofer
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, USA
| | - Eric Wade
- Department of Mechanical Engineering, California Polytechnic State University, San Luis Obispo, CA, USA
| | - Carolee Joyce Winstein
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, USA
| | - Camila Torriani-Pasin
- School of Physical Education and Sport, University of Sao Paulo, São Paulo, São Paulo, Brazil
- Neurorehabilitation, Exercise Science and Learning (NEUROEXCEL), Department of Physical Therapy and Movement Sciences, The University of Texas at El Paso, El Paso, TX, USA
| |
Collapse
|
7
|
Liu H, Forest TA, Duncan K, Finn AS. What sticks after statistical learning: The persistence of implicit versus explicit memory traces. Cognition 2023; 236:105439. [PMID: 36934685 DOI: 10.1016/j.cognition.2023.105439] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 06/17/2022] [Accepted: 03/09/2023] [Indexed: 03/19/2023]
Abstract
Statistical learning is a powerful mechanism that extracts even subtle regularities from our information-dense worlds. Recent theories argue that statistical learning can occur through multiple mechanisms-both the conventionally assumed automatic process that precipitates unconscious learning, and an attention-dependent process that brings regularities into conscious awareness. While this view has gained popularity, there are few empirical dissociations of the hypothesized implicit and explicit forms of statistical learning. Here we provide strong evidence for this dissociation in two ways. First, we show in healthy adults (N = 60) that implicit and explicit traces have divergent consolidation trajectories, with implicit knowledge of structure strengthened over a 24-h period, while precise explicit representations tend to decay. Second, we demonstrate that repeated testing strengthens the retention of explicit representations but that implicit statistical learning is uninfluenced by testing. Together these dissociations provide much needed support for the reconceptualization of statistical learning as a multi-component construct.
Collapse
Affiliation(s)
- Helen Liu
- Department of Psychology, University of Toronto, 100 St. George Street, 4th floor, Sidney Smith Hall, Toronto, ON M5S 3G3, Canada
| | - Tess Allegra Forest
- Department of Psychology, University of Toronto, 100 St. George Street, 4th floor, Sidney Smith Hall, Toronto, ON M5S 3G3, Canada
| | - Katherine Duncan
- Department of Psychology, University of Toronto, 100 St. George Street, 4th floor, Sidney Smith Hall, Toronto, ON M5S 3G3, Canada
| | - Amy S Finn
- Department of Psychology, University of Toronto, 100 St. George Street, 4th floor, Sidney Smith Hall, Toronto, ON M5S 3G3, Canada.
| |
Collapse
|
8
|
Rowe G, Troyer AK, Murphy KJ, Biss R, Hasher L. Implicit processes enhance cognitive abilities in mild cognitive impairment. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 2023; 30:172-180. [PMID: 34724878 DOI: 10.1080/13825585.2021.1998320] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Previous work has shown that older adults with typical age-related memory changes (i.e., without cognitive impairment) pick up irrelevant information implicitly, and unknowingly use that information when it becomes relevant to a later task. Here, we address the possibility that implicit processes play a similarly beneficial role in the cognitive abilities of individuals with amnestic mild cognitive impairment (aMCI). Twenty-two individuals with aMCI and 22 matched controls participated in a picture judgment task while instructed to ignore distractions in the form of word/non-word letter strings. Memory for the distracting words was later tested with a word-fragment completion task. Both groups showed a priming effect, that is, they were significantly more likely to solve fragments of previously presented than non-presented words. However, the aMCI group had significantly higher scores than the older adults without cognitive impairment, t(42) = 2.16, p < .05, Cohen's d = 0.67. Our findings suggest that individuals with aMCI can enhance their performance on an explicit cognitive task, in this case, word-fragment completion, if previously exposed to the relevant information implicitly, opening up possible interventions aimed at this population.
Collapse
Affiliation(s)
- Gillian Rowe
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Angela K Troyer
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Kelly J Murphy
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Renee Biss
- Department of Psychology, University of Windsor, Windsor, Canada
| | - Lynn Hasher
- Rotman Research Institute of Baycrest Centre, Toronto, Canada
| |
Collapse
|
9
|
Miller N, Ayoub R, Sentinathan G, Mallet PE. Behavioral evidence for two distinct memory systems in rats. Anim Cogn 2022; 25:1599-1608. [PMID: 35731425 DOI: 10.1007/s10071-022-01645-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 06/03/2022] [Accepted: 06/04/2022] [Indexed: 11/25/2022]
Abstract
Serial reaction time tasks, in which subjects have to match a target to a cue, are used to explore whether non-human animals have multiple memory systems. Predictable sub-sequences embedded in the sequence of cues are responded to faster, demonstrating incidental learning, often considered implicit. Here, we used the serial implicit learning task (SILT) to determine whether rats' memory shows similar effects. In SILT, subjects must nose-poke into a sequence of two lit apertures, S1 and S2. Some S1 are always followed by the same S2, creating predictable sequences (PS). Across groups, we varied the proportion of PS trials, from 10 to 80%, and show that rats with more PS experience do better on them than on unpredictable sequences, and better than rats with less experience. We then introduced test trials in which no S2 was cued. Rats with more PS experience did better on test trials. Finally, we reversed some sequences (from predictable to unpredictable and vice versa) and changed others. We find that rats with more PS experience perseverate on old (now incorrect) responses more than those with less PS experience. Overall, we find a discontinuity in performance as the proportion of PS increases, suggesting a switch in behavioral strategies or memory systems, which we confirm using a Process Dissociation Procedure analysis. Our data suggest that rats have at least two distinct memory systems, one of which appears to be analogous to human implicit memory and is differentially activated by varying the proportion of PS in our task.
Collapse
Affiliation(s)
- Noam Miller
- Department of Psychology, Wilfrid Laurier University, Waterloo, ON, Canada.
| | - Ramy Ayoub
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Mouse Imaging Centre, and Translational Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Gehan Sentinathan
- Social and Psychological Foundations of Education Department, Department of Psychology, SUNY Buffalo State, Buffalo, NY, USA
- Department of Psychology, SUNY Buffalo State, Buffalo, NY, USA
| | - Paul E Mallet
- Department of Psychology, Wilfrid Laurier University, Waterloo, ON, Canada
| |
Collapse
|
10
|
Batterink LJ, Zhang S. Simple statistical regularities presented during sleep are detected but not retained. Neuropsychologia 2022; 164:108106. [PMID: 34864052 DOI: 10.1016/j.neuropsychologia.2021.108106] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 10/06/2021] [Accepted: 11/28/2021] [Indexed: 12/30/2022]
Abstract
In recent years, there has been growing interest and excitement over the newly discovered cognitive capacities of the sleeping brain, including its ability to form novel associations. These recent discoveries raise the possibility that other more sophisticated forms of learning may also be possible during sleep. In the current study, we tested whether sleeping humans are capable of statistical learning - the process of becoming sensitive to repeating, hidden patterns in environmental input, such as embedded words in a continuous stream of speech. Participants' EEG was recorded while they were presented with one of two artificial languages, composed of either trisyllabic or disyllabic nonsense words, during slow-wave sleep. We used an EEG measure of neural entrainment to assess whether participants became sensitive to the repeating regularities during sleep-exposure to the language. We further probed for long-term memory representations by assessing participants' performance on implicit and explicit tests of statistical learning during subsequent wake. In the disyllabic-but not trisyllabic-language condition, participants' neural entrainment to words increased over time, reflecting a gradual gain in sensitivity to the embedded regularities. However, no significant behavioural effects of sleep-exposure were observed after the nap, for either language. Overall, our results indicate that the sleeping brain can detect simple, repeating pairs of syllables, but not more complex triplet regularities. However, the online detection of these regularities does not appear to produce any durable long-term memory traces that persist into wake - at least none that were revealed by our current measures and sample size. Although some perceptual aspects of statistical learning are preserved during sleep, the lack of memory benefits during wake indicates that exposure to a novel language during sleep may have limited practical value.
Collapse
Affiliation(s)
- Laura J Batterink
- Department of Psychology, Brain and Mind Institute, Western University, London, ON, N6A 5B7, Canada.
| | - Steven Zhang
- Department of Psychology, Brain and Mind Institute, Western University, London, ON, N6A 5B7, Canada
| |
Collapse
|
11
|
Kingo OS, Sonne T, Krøjgaard P. Predicting explicit memory for meaningful cartoons from visual paired comparison in infants and toddlers. J Exp Child Psychol 2021; 215:105316. [PMID: 34788699 DOI: 10.1016/j.jecp.2021.105316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 10/12/2021] [Accepted: 10/15/2021] [Indexed: 11/24/2022]
Abstract
We tested the memory of 18-, 33-, and 39-month-olds (N = 120) for dynamic stimulus material (simple cartoons) after 6 months in a visual paired comparison (VPC) task. We also tested the explicit recognition memory (ERM) for the same material. Only the oldest age group (39-month-olds) showed a significant visual (familiarity) preference at the test. Similarly, only the oldest group reliably chose the correct cartoon in the ERM test. Data from the VPC and ERM tasks did not correlate in any age group. However, we suggested a novel score (coined ΔVPC) measuring how much visual preference changes during the test phase in the VPC task. We found that this ΔVPC score (and vocabulary) predicted children's performance in the ERM task, whereas other potential predictors such as age and conventional novelty preference did not. We discuss the impact of these findings in relation to the development of implicit and explicit memory. Furthermore, we propose that VPC measures are associated with explicit memory only when the participants processed the stimuli conceptually. In such cases, we suggest that the ΔVPC score is an approximation of how demanding it is to construct the mental representation of the familiar stimulus during the test phase.
Collapse
Affiliation(s)
- Osman Skjold Kingo
- Center on Autobiographical Memory Research, Department of Psychology and Behavioral Sciences, Aarhus University, DK-8000 Aarhus C, Denmark.
| | - Trine Sonne
- Center on Autobiographical Memory Research, Department of Psychology and Behavioral Sciences, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Peter Krøjgaard
- Center on Autobiographical Memory Research, Department of Psychology and Behavioral Sciences, Aarhus University, DK-8000 Aarhus C, Denmark
| |
Collapse
|
12
|
Bilacchi CM, Sirius EVP, Cravo AM, de Azevedo Neto RM. Temporal dynamics of implicit memory underlying serial dependence. Mem Cognit 2021. [PMID: 34374026 DOI: 10.3758/s13421-021-01221-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2021] [Indexed: 11/08/2022]
Abstract
Serial dependence is the effect in which the immediately preceding trial influences participants' responses to the current stimulus. But for how long does this bias last in the absence of interference from other stimuli? Here, we had 20 healthy young adult participants (12 women) perform a coincident timing task using different inter-trial intervals to characterize the serial dependence effect as the time between trials increases. Our results show that serial dependence abruptly decreases from 0.1 s to 1 s inter-trial interval, but it remains pronounced after that for up to 8 s. In addition, participants' response variability slightly decreases over longer intervals. We discuss these results in light of recent models suggesting that serial dependence might rely on a short-term memory trace kept through changes in synaptic weights, which might explain its long duration and apparent stability over time.
Collapse
|
13
|
Abstract
We investigated stimulus-response (S-R) memory links during object priming using a binary associative size judgement paradigm. At study, participants decided which of two objects was bigger in real life and, at test, made the same or the reverse judgement. We examined the effects of response congruence on item S-R priming in the associative paradigm. In Experiment 1, a task reversal manipulation had minimal impact on RT priming when classifications were congruent for both recombined objects between study and test. Experiment 2 found that RT priming was more disrupted by classification incongruence of the selected than of the nonselected item alone, with incongruence of the nonselected object having no effect on RTs. Experiment 3, however, found that classification incongruence of both items eliminated RT priming, indicating that a significant effect of classification incongruence for the nonselected item is only evident if both items are classification-incongruent. Finally, across all experiments, we found that accuracy was more sensitive than RTs to decision/action incongruence. We interpret these findings in light of a two-stream account of S-R priming, and suggest a few extensions to account for interactions between S-R links of recombined items.
Collapse
|
14
|
Yang Y, Coutinho MVC, Greene AJ, Hannula DE. Contextual cueing is not flexible. Conscious Cogn 2021; 93:103164. [PMID: 34157518 DOI: 10.1016/j.concog.2021.103164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 05/05/2021] [Accepted: 06/09/2021] [Indexed: 11/22/2022]
Abstract
Target detection is faster when search displays repeat, but properties of the memory representations that give rise to this contextual cueing effect remain uncertain. We adapted the contextual cueing task using an ABA design and recorded the eye movements of healthy young adults to determine whether the memory representations are flexible. Targets moved to a new location during the B phase and then returned to their original locations (second A phase). Contextual cueing effects in the first A phase were reinstated immediately in the second A phase, and response time costs eventually gave way to a repeated search advantage in the B phase, suggesting that two target-context associations were learned. However, this apparent flexibility disappeared when eye tracking data were used to subdivide repeated displays based on B-phase viewing of the original target quadrant. Therefore, memory representations acquired in the contextual cueing task resist change and are not flexible.
Collapse
|
15
|
Sánchez-Mora J, Tamayo RM. From incidental learning to explicit memory: The role of sleep after exposure to a serial reaction time task. Acta Psychol (Amst) 2021; 217:103325. [PMID: 33984574 DOI: 10.1016/j.actpsy.2021.103325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 04/28/2021] [Accepted: 04/30/2021] [Indexed: 11/16/2022] Open
Abstract
This laboratory study explores whether sleep has different effects on explicit (recognition-based) and implicit (priming-based) memory. Eighty-nine healthy participants were randomly assigned to one of two experimental conditions: sleep or wake. All participants were previously exposed to an incidental learning session involving a 12-element deterministic second-order conditional sequence embedded in a serial reaction time task. The participants' explicit and implicit knowledge was assessed both immediately after the learning session (pretest) and after 12 h (posttest). For the sleep group, participants had a night of normal sleep between pretest and posttest, whereas the wake group spent 12 h awake during the day. The measures involved an explicit recognition test and an implicit priming reaction-time test with old fragments from a previously learned sequence and new fragments of a different control sequence. The sleep group showed statistically significant improvement between the pretest and the posttest in the explicit memory measure, whereas the wake group did not. In the implicit task, both groups improved similarly after a 12-h retention interval. These results suggest that throughout sleep, implicitly acquired information is processed offline to yield an explicit representation of knowledge incidentally acquired the night before.
Collapse
Affiliation(s)
| | - Ricardo M Tamayo
- Departamento de Psicología, Universidad Nacional de Colombia, Bogotá, Colombia.
| |
Collapse
|
16
|
Velioglu HA, Hanoglu L, Bayraktaroglu Z, Toprak G, Guler EM, Bektay MY, Mutlu-Burnaz O, Yulug B. Left lateral parietal rTMS improves cognition and modulates resting brain connectivity in patients with Alzheimer's disease: Possible role of BDNF and oxidative stress. Neurobiol Learn Mem 2021; 180:107410. [PMID: 33610772 DOI: 10.1016/j.nlm.2021.107410] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 01/11/2021] [Accepted: 02/14/2021] [Indexed: 12/22/2022]
Abstract
Repetitive Transcranial Magnetic Stimulation (rTMS) is a non-invasive neuromodulation technique which is increasingly used for cognitive impairment in Alzheimer's Disease (AD). Although rTMS has been shown to modify Brain-Derived Neurotrophic Factor (BDNF) and oxidative stress levels in many neurological and psychiatric diseases, there is still no study evaluating the relationship between memory performance, BDNF, oxidative stress, and resting brain connectivity following rTMS in Alzheimer's patients. Furthermore, there are increasing clinical data showing that the stimulation of strategic brain regions may lead to more robust improvements in memory functions compared to conventional rTMS. In this study, we aimed to evaluate the possible disease-modifying effects of rTMS on the lateral parietal cortex in AD patients who have the highest connectivity with the hippocampus. To fill the mentioned research gaps, we have evaluated the relationships between resting-state Functional Magnetic Resonance Imaging (fMRI), cognitive scores, blood BDNF levels, and total oxidative/antioxidant status to explain the therapeutic and potential disease-modifying effects of rTMS which has been applied at 20 Hz frequencies for two weeks. Our results showed significantly increased visual recognition memory functions and clock drawing test scores which were associated with elevated peripheral BDNF levels, and decreased oxidant status after two weeks of left lateral parietal TMS stimulation. Clinically our findings suggest that the left parietal region targeted rTMS application leads to significant improvement in familiarity-based cognition associated with the network connections between the left parietal region and the hippocampus.
Collapse
Affiliation(s)
- Halil Aziz Velioglu
- Istanbul Medipol University, Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Istanbul, Turkey
| | - Lutfu Hanoglu
- Istanbul Medipol University, Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Istanbul, Turkey; Istanbul Medipol University School of Medicine, Department of Neurology, Istanbul, Turkey
| | - Zubeyir Bayraktaroglu
- Istanbul Medipol University, Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Istanbul, Turkey; Istanbul Medipol University, International School of Medicine Department of Physiology, Istanbul, Turkey
| | - Guven Toprak
- Istanbul Medipol University, Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Istanbul, Turkey
| | - Eray Metin Guler
- University of Health Sciences Hamidiye School of Medicine, Department of Medical Biochemistry, Istanbul, Turkey; University of Health Sciences, Haydarpasa Numune Health Application and Research Center, Department of Medical Biochemistry, Istanbul, Turkey
| | - Muhammed Yunus Bektay
- Bezmialem Vakif University School of Pharmacy, Department of Clinical Pharmacy, Istanbul, Turkey; Marmara University School of Pharmacy, Department of Clinical Pharmacy, Istanbul, Turkey
| | - Ozlem Mutlu-Burnaz
- Istanbul Medipol University, Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Istanbul, Turkey
| | - Burak Yulug
- Alanya Alaaddin Keykubat University School of Medicine, Department of Neurology, Alanya/Antalya, Turkey.
| |
Collapse
|
17
|
Abstract
One of the most evidential behavioral results for two memory processes comes from Gardiner and Java (Memory & Cognition, 18, 23-30 1990). Participants provided more "remember" than "know" responses for old words but more know than remember responses for old nonwords. Moreover, there was no effect of word/nonword status for new items. The combination of a crossover interaction for old items with an invariance for new items provides strong evidence for two distinct processes while ruling out criteria or bias explanations. Here, we report a modern replication of this study. In three experiments, (Experiments 1, 2, and 4) with larger numbers of items and participants, we were unable to replicate the crossover. Instead, our data are more consistent with a single-process account. In a fourth experiment (Experiment 3), we were able to replicate Gardiner and Java's baseline results with a sure-unsure paradigm supporting a single-process explanation. It seems that Gardiner and Java's remarkable crossover result is not replicable.
Collapse
Affiliation(s)
- Julia M Haaf
- University of Amsterdam, Amsterdam, Netherlands.
| | | | | | - Tony Sun
- University of Missouri, Columbia, MO, USA
| | | | | |
Collapse
|
18
|
Cubelli R, Beschin N, Della Sala S. Retrograde amnesia: A selective deficit of explicit autobiographical memory. Cortex 2020; 133:400-405. [PMID: 33246579 DOI: 10.1016/j.cortex.2020.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 10/05/2020] [Accepted: 10/05/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Roberto Cubelli
- Department of Psychology and Cognitive Sciences, University of Trento, Italy
| | - Nicoletta Beschin
- Neuropsychological Service, Rehabilitation Unit, ASST Valle Olona, Somma Lombardo Hospital, Italy
| | - Sergio Della Sala
- Human Cognitive Neuroscience, Psychology, University of Edinburgh, Edinburgh, UK.
| |
Collapse
|
19
|
Wang FH. Explicit and implicit memory representations in cross-situational word learning. Cognition 2020; 205:104444. [PMID: 33075677 DOI: 10.1016/j.cognition.2020.104444] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 05/13/2020] [Accepted: 08/19/2020] [Indexed: 11/23/2022]
Abstract
What kind of memory representations do word learners use when they learn the meaning of words cross-situationally? This study leverages the measure of the relationship between confidence and performance to explore the nature of memory representations in word learning. In the recognition memory literature, studies have shown that explicit memory can be used when subjects can semantically encode the study material. However, when the study material is chosen to be unverbalizable, implicit memory is used but is presumed to be only detectable under certain experimental conditions. In the current paper, five cross-situational word learning experiments manipulated the type of word referents with varying experimental paradigms that were designed to probe different types of memory under an implicit learning paradigm. When word referents were line drawings of familiar concepts, memory in cross situational learning was explicit. Implicit memory was found where referents were objects that cannot be encoded semantically (e.g., unverbalizable images). These findings have implications for different theoretical perspectives on early word learning, which differ in the extent to which existing semantic category information, as opposed to perceptual information, contributes to the word meaning process.
Collapse
|
20
|
Seok JW, Cheong C. Functional dissociation of hippocampal subregions corresponding to memory types and stages. J Physiol Anthropol 2020; 39:15. [PMID: 32616078 PMCID: PMC7331241 DOI: 10.1186/s40101-020-00225-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 06/11/2020] [Indexed: 12/04/2022] Open
Abstract
Background The hippocampus reportedly plays a crucial role in memory. However, examining individual human hippocampal-subfield function remains challenging because of their small sizes and convoluted structures. Here, we identified hippocampal subregions involved in memory types (implicit and explicit memory) and stages (encoding and retrieval). Methods We modified the serial reaction time task to examine four memory types, i.e. implicit encoding, explicit encoding, implicit retrieval, and explicit retrieval. During this task, 7-T functional magnetic resonance imaging was used to compare brain activity evoked by these memory types. Results We found hippocampal activation according to all memory types and stages and identified that the hippocampus subserves both implicit and explicit memory processing. Moreover, we confirmed that cornu ammonis (CA) regions 1–3 were implicated in both memory encoding and retrieval, whereas the subiculum was implicated only in memory retrieval. We also found that CA 1–3 was activated more for explicit than implicit memory. Conclusions These results elucidate human hippocampal-subfield functioning underlying memory and may support future investigations into hippocampal-subfield functioning in health and neurodegenerative disease.
Collapse
Affiliation(s)
- Ji-Woo Seok
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE, USA.,Department of Rehabilitation Counseling Psychology, Seoul Hanyoung University, Seoul, Republic of Korea
| | - Chaejoon Cheong
- Center for Research Equipment, Korea Basic Science Institute, 162 Yeongudanji-ro, Ochang, Cheongju, 28119, Chungbook, Republic of Korea.
| |
Collapse
|
21
|
Davis EE, Foy EA, Giovanello KS, Campbell KL. Implicit associative memory remains intact with age and extends to target-distractor pairs. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 2020; 28:455-471. [PMID: 32564704 DOI: 10.1080/13825585.2020.1782827] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
In this study, we use a novel, implicit memory paradigm to test forhyper-binding, or older adults' tendency to form non-target associations. Participants viewed pictures of objects superimposed with text and made speeded categorization judgments about the objects across three blocks varying in binding demand. During the no- and some-binding blocks, participants decided if the pictured object alone could fit inside a drawer while ignoring superimposed non-words and words, respectively. During the full-binding block, participants decided if both items could fit inside a drawer together. At test, participants viewed intact and rearranged pairs from encoding and decided if both items could fit in a drawer together. Across two experiments, older adults responded faster to intact than rearranged pairs from both the some- and full-binding blocks, while young adults showed no difference in RTs. These findings suggest that implicit associative memory is preserved with age and extends to non-target information.
Collapse
Affiliation(s)
- Emily E Davis
- Department of Psychology, Brock University , St. Catharines, Canada
| | - Ethan A Foy
- Department of Psychology, Brock University , St. Catharines, Canada
| | - Kelly S Giovanello
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill , Chapel Hill, USA
| | - Karen L Campbell
- Department of Psychology, Brock University , St. Catharines, Canada
| |
Collapse
|
22
|
Kark SM, Slotnick SD, Kensinger EA. Forgotten but not gone: FMRI evidence of implicit memory for negative stimuli 24 hours after the initial study episode. Neuropsychologia 2020; 136:107277. [PMID: 31783080 PMCID: PMC7012535 DOI: 10.1016/j.neuropsychologia.2019.107277] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 10/17/2019] [Accepted: 11/20/2019] [Indexed: 12/27/2022]
Abstract
Endel Tulving conducted pioneering work on the explicit and implicit memory systems and demonstrated that priming effects can be long-lasting. It is also well-established that emotion can amplify explicit and implicit memory. Prior work has utilized repetition suppression (RS) of the fMRI-BOLD signal-a reduction in the magnitude of activity over repeated presentations of stimuli-to index implicit memory. Using an explicit recognition memory paradigm, we examined emotional modulation of long-term implicit memory effects as revealed by repetition suppression (i.e., comparing second-exposure forgotten items to first-exposure correct rejections). Forty-seven participants incidentally encoded line-drawings of negative, positive, and neutral scenes followed by the full color image. Twenty-four hours later, participants underwent fMRI during a recognition memory test in which old and new line-drawings were presented. Implicit and explicit memory effects were defined by the contrasts of New-Correct Rejections > Old-Misses and Old-Hits > New-Correct Rejections, respectively. Wide-spread Negative RS was found in frontal and occipito-temporal cortex that was greater than Neutral RS in the right orbito-frontal cortex and inferior frontal gyri. Valence-specific Negative RS, compared to Positive RS, was observed in the left inferior occipital gyrus. There was no strong evidence for emotional modulation of amygdala RS, but functional connectivity analyses revealed valence-specificity: Negative and positive valence were associated with repetition suppression and repetition enhancement of amygdala-occipital connectivity, respectively. Negative implicit memory patterns in most frontal regions-but not occipital areas-overlapped with explicit memory effects. Thus, implicit memory effects for a single visual stimulus presentation are modulated by emotional valence, can be observed 24hours after initial exposure, and show some overlap with explicit memory.
Collapse
Affiliation(s)
- Sarah M Kark
- Department of Psychology, McGuinn Hall Room 300, Boston College, 140 Commonwealth Avenue, Chestnut Hill, MA, 02467, USA.
| | - Scott D Slotnick
- Department of Psychology, McGuinn Hall Room 300, Boston College, 140 Commonwealth Avenue, Chestnut Hill, MA, 02467, USA.
| | - Elizabeth A Kensinger
- Department of Psychology, McGuinn Hall Room 300, Boston College, 140 Commonwealth Avenue, Chestnut Hill, MA, 02467, USA.
| |
Collapse
|
23
|
Mazancieux A, Pandiani T, Moulin CJA. Perceptual identification task points to continuity between implicit memory and recall. Cognition 2020; 197:104168. [PMID: 31881444 DOI: 10.1016/j.cognition.2019.104168] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 12/18/2019] [Accepted: 12/19/2019] [Indexed: 11/23/2022]
Abstract
Adopting a continuous identification task (CID-R) with embedded questions about prior occurrence, recent research has proposed that implicit and explicit memory are underpinned by a single memory system, since there is a systematic relationship between implicit memory (measured by identification) and explicit memory (measured by subjective report of recognition; for an example, see Berry, Shanks, & Henson, 2008). We were interested in whether this pattern would extend to recall of information from a study phase (Experiment 1) or recall from semantic memory (Experiment 2). We developed a degraded face identification version of the CID-R task using Gaussian blur. We reproduced previous results regarding the relationship between explicit responses on the recognition task (old/new) and stimuli identification, pointing to a continuity between explicit and implicit memory. Critically, we also found that the strength of the implicit effect (i.e., stimuli identification) was predicted by the accuracy in recall (retrieval of context in Experiment 1 and correct responses to general knowledge questions about the face in Experiment 2). Our results support the idea that memory is unidimensional and related to memory trace strength; both for recall and recognition, and interestingly, for semantic and episodic recall.
Collapse
|
24
|
Wang Y, Luppi A, Fawcett J, Anderson MC. Reconsidering unconscious persistence: Suppressing unwanted memories reduces their indirect expression in later thoughts. Cognition 2019; 187:78-94. [PMID: 30852261 PMCID: PMC6446185 DOI: 10.1016/j.cognition.2019.02.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Revised: 02/18/2019] [Accepted: 02/28/2019] [Indexed: 11/17/2022]
Abstract
When we seek to forget unwelcome memories, does the suppressed content still exert an unconscious influence on our thoughts? Although intentionally stopping retrieval of a memory reduces later episodic retention for the suppressed trace, it remains unclear the extent to which suppressed content persists in indirectly influencing mental processes. Here we tested whether inhibitory control processes underlying retrieval suppression alter the influence of a memory's underlying semantic content on later thought. To achieve this, across two experiments, we tested whether suppressing episodic retrieval of to-be-excluded memories reduced the indirect expression of the unwanted content on an apparently unrelated test of problem solving: the remote associates test (RAT). Experiment 1 found that suppressed content was less likely than unsuppressed content to emerge as solutions to RAT problems. Indeed, suppression abolished evidence of conceptual priming, even when participants reported no awareness of the relationship between the memory and the problem solving tasks. Experiment 2 replicated this effect and also found that directing participants to use explicit memory to solve RAT problems eliminated suppression effects. Experiment 2 thus rules out the possibility that suppression effects reflect contamination by covert explicit retrieval strategies. Together, our results indicate that inhibitory control processes underlying retrieval suppression not only disrupt episodic retention, but also reduce the indirect influence of suppressed semantic content during unrelated thought processes. Considered with other recent demonstrations of implicit suppression effects, these findings indicate that historical assumptions about the persisting influence of suppressed thoughts on mental health require closer empirical scrutiny and need to be reconsidered.
Collapse
Affiliation(s)
- Yingying Wang
- Academy for Advanced Interdisciplinary Studies, Peking University, China
| | - Andrea Luppi
- Division of Anaesthesia, Department of Clinical Neurosciences, University of Cambridge, UK; Department of Psychology, Harvard University, United States
| | - Jonathan Fawcett
- Department of Psychology, Memorial University of Newfoundland, Canada
| | | |
Collapse
|
25
|
Giganti F, Gavazzi G, Righi S, Rossi A, Caprilli S, Giovannelli F, Toni S, Rebai M, Viggiano MP. Priming effect in children with Type 1 Diabetes Mellitus. Child Neuropsychol 2019; 26:100-112. [PMID: 31111792 DOI: 10.1080/09297049.2019.1617260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Previous studies have evidenced cognitive difficulties across various domains in Type 1 Diabetes Mellitus (T1DM) children, but the implicit memory system has not yet been systematically explored.Taking into account that the interplay between memory and perception may be modulated by the semantic category of the stimuli and their salience, we explored explicit and implicit memory using both object and food stimuli to verify whether for T1DM children there is a feebleness in performing the function of memory as a function of the stimuli used.Eighteen T1DM children and 47 healthy children performed an explicit recognition task in which they were requested to judge whether the presented image had already been shown ("old") or not ("new") and an identification priming task in which they were asked to name new and old pictures presented at nine ascending levels of spatial filtering.Results did not reveal any differences between controls and T1DM children in the explicit memory recognition task, whereas some differences between the two groups were found in the identification priming task. In T1DM children, the priming effect was observed only for food images.The dissociation between implicit and explicit memory observed in children with diabetes seems to be modulated by the category of the stimuli, and these results underscore the relevance of taking into account this variable when exploring cognitive functions.
Collapse
Affiliation(s)
- F Giganti
- Department of Neuroscience, Psychology, Drug Research, Child Health, University of Florence, Florence, Italy
| | - G Gavazzi
- Diagnostic and Nuclear Research Institute, IRCCS SDN, Napoli, Italy
| | - S Righi
- Department of Neuroscience, Psychology, Drug Research, Child Health, University of Florence, Florence, Italy
| | - A Rossi
- Department of Neuroscience, Psychology, Drug Research, Child Health, University of Florence, Florence, Italy
| | - S Caprilli
- Istituto di Psicoanalisi - ISIPSE, Rome, Italy
| | - F Giovannelli
- Department of Neuroscience, Psychology, Drug Research, Child Health, University of Florence, Florence, Italy
| | - S Toni
- Pediatric Diabetologic Unit, AOU Meyer, Florence, Italy
| | - M Rebai
- CRFDP, Normandie Université, Rouen, France
| | - M P Viggiano
- Department of Neuroscience, Psychology, Drug Research, Child Health, University of Florence, Florence, Italy
| |
Collapse
|
26
|
Rosero MA, Winkelmann T, Pohlack S, Cavalli J, Nees F, Flor H. Memory-guided attention: bilateral hippocampal volume positively predicts implicit contextual learning. Brain Struct Funct 2019; 224:1999-2008. [PMID: 31104120 DOI: 10.1007/s00429-019-01887-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 05/04/2019] [Indexed: 10/26/2022]
Abstract
Several studies have begun to demonstrate that contextual memories constitute an important mechanism to guide our attention. Although there is general consensus that the hippocampus is involved in the encoding of contextual memories, it is controversial whether this structure can support implicit forms of contextual memory. Here, we combine automated segmentation of structural MRI with neurobehavioral assessment of implicit contextual memory-guided attention to test the hypothesis that hippocampal volume would predict the magnitude of implicit contextual learning. Forty healthy subjects underwent 3T magnetic resonance imaging brain scanning with subsequent automatic measurement of the total brain and hippocampal (right and left) volumes. Implicit learning of contextual information was measured using the contextual cueing task. We found that both left and right hippocampal volumes positively predicted the magnitude of implicit contextual learning. Larger hippocampal volume was associated with superior implicit contextual memory performance. This study provides compelling evidence that implicit contextual memory-guided attention is hippocampus-dependent.
Collapse
|
27
|
Rajeshkumar L, Trewartha KM. Advanced spatial knowledge of target location eliminates age-related differences in early sensorimotor learning. Exp Brain Res 2019; 237:1781-1791. [PMID: 31049628 DOI: 10.1007/s00221-019-05551-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 04/27/2019] [Indexed: 10/26/2022]
Abstract
Motor learning has been shown to decline in healthy aging, particularly in the early stages of acquisition. There is now ample evidence that motor learning relies on multiple interacting learning processes that operate on different timescales, but the specific cognitive mechanisms that contribute to motor learning remain unclear. Working memory resources appear to be particularly important during the early stages of motor learning, and declines in early motor learning have been associated with working memory performance in older adults. We examined whether age differences in the early stages of motor learning could be reduced or eliminated by reducing the spatial working memory demands during a force-field adaptation task. Groups of younger and older adults made center-out reaching movements to spatial targets either in a repeating four-element sequence, or in a random order. Participants also performed a battery of cognitive tests to further investigate the potential involvement of associative memory, spatial working memory, and procedural learning mechanisms in the early stage of motor learning. Although all groups adapted their movements equally well by the end of the learning phase, older adults only adapted as quickly as younger adults in the sequence condition, with the older adults in the random group exhibiting slower learning in the earliest stage of motor learning. Across all participants, early motor learning performance was correlated with recognition memory performance on an associative memory test. Within the younger random group, who were able to adapt as quickly as the sequence groups, early motor learning performance was also correlated with performance on a test of procedural learning. These findings suggest that age differences in early stages of motor learning can be eliminated if the spatial working memory demands involved in a motor learning task are limited. Moreover, the results suggest that multiple cognitive resources may be utilized during the early stage of learning, and younger adults may be more flexible than older adults in the recruitment of additional cognitive resources to support learning when spatial working memory demands are high.
Collapse
Affiliation(s)
- Lavanya Rajeshkumar
- Department of Cognitive and Learning Sciences, Michigan Technological University, Houghton, MI, 49931, USA
| | - Kevin M Trewartha
- Department of Cognitive and Learning Sciences, Michigan Technological University, Houghton, MI, 49931, USA. .,Department of Kinesiology and Integrative Physiology, Michigan Technological University, Houghton, MI, 49931, USA.
| |
Collapse
|
28
|
Pluck G, Bravo Mancero P, Maldonado Gavilanez CE, Urquizo Alcívar AM, Ortíz Encalada PA, Tello Carrasco E, Lara I, Trueba AF. Modulation of striatum based non-declarative and medial temporal lobe based declarative memory predicts academic achievement at university level. Trends Neurosci Educ 2019; 14:1-10. [PMID: 30929854 DOI: 10.1016/j.tine.2018.11.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 11/04/2018] [Accepted: 11/16/2018] [Indexed: 11/23/2022]
Abstract
BACKGROUND There is a dearth of research on the roles of non-declarative (implicit) learning linked to the striatum and declarative (explicit) learning associated with the medial temporal lobes as predictors of academic attainment. METHODS Participants were 120 undergraduate students, studying Psychology or Engineering, who completed several long-term memory tests. RESULTS There was a significant interaction between the groups (Psychology or Engineering) and task type (declarative or non-declarative): Engineers performed better at declarative and psychologists at non-declarative learning. Furthermore, non-declarative but not declarative learning scores were significant correlates of academic achievement (r = 0.326, p < .05). Moreover, competitive modulation (activation of non-declarative learning in conjunction with deactivation of declarative learning) was a significant predictor of future academic achievement in both psychology (r = 0.264, p < .05) and Engineering (r = 0.300, p < .05) groups. CONCLUSIONS The results confirm that these declarative and non-declarative systems interact competitively and that the extent of this competition may have implications for understanding educational attainment.
Collapse
|
29
|
Zhang LQ, Yao J, Gao J, Sun L, Wang LT, Sui JF. Modulation of eyeblink conditioning through sensory processing of conditioned stimulus by cortical and subcortical regions. Behav Brain Res 2019; 359:149-155. [PMID: 30385367 DOI: 10.1016/j.bbr.2018.10.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 10/25/2018] [Accepted: 10/25/2018] [Indexed: 10/28/2022]
Abstract
Classical eyeblink conditioning (EBC) is one of the simplest forms of associative learning that depends critically on the cerebellum. Using delay EBC (dEBC), a standard paradigm in which the unconditioned stimulus (US) is delayed and co-terminates with the conditioned stimulus (CS), converging lines of evidence has been accumulated and shows that the essential neural circuit mediating EBC resides in the cerebellum and brainstem. In addition to this essential circuit, multiple cerebral cortical and subcortical structures are required to modulate dEBC with suboptimal training parameters, and trace EBC (tEBC) in which a trace-interval separates the CS and US. However, it remains largely unclear why and how so many brain regions are involved for modulation of EBC. Previous research has suggested that the forebrain regions, such as medial prefrontal cortex (mPFC) and hippocampus, may be required to process weak CSs, or to realize temporal overlap between the CS and US signal inputs when the two stimuli were separated in time (i.e. during tEBC). Here, we proposed a multi-level network model for EBC modulation which focuses on sensory processing of CS. The model explains how different neural pathways projecting to pontine nucleus (PN) are involved to amplify or extend CS through heterosynaptic facilitation mechanism or "substitution effect" under different circumstances to achieve EBC. As such, our model can serve as a general framework to explain the modulating mechanism of EBC in a variety of conditions and to help understand the interaction among cerebellum, brainstem, cortical and subcortical regions in EBC modulation.
Collapse
Affiliation(s)
- Lang-Qian Zhang
- Experimental Center of Basic Medicine, College of Basic Medical Sciences, Army Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China; Department of Medical Technology, Chongqing Medical and Pharmaceutical College, 82 University City Road, Shapingba District, Chongqing 401331, PR China
| | - Juan Yao
- Experimental Center of Basic Medicine, College of Basic Medical Sciences, Army Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Jie Gao
- State Key Laboratory of Trauma, Burns and Combined Injury, Institute of Surgery Research, Daping Hospital, Army Medical University, Chongqing 400042, PR China
| | - Lin Sun
- Experimental Center of Basic Medicine, College of Basic Medical Sciences, Army Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China
| | - Li-Ting Wang
- Experimental Center of Basic Medicine, College of Basic Medical Sciences, Army Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China.
| | - Jian-Feng Sui
- Experimental Center of Basic Medicine, College of Basic Medical Sciences, Army Medical University, 30 Gaotanyan Street, Shapingba District, Chongqing 400038, PR China.
| |
Collapse
|
30
|
Ramey MM, Yonelinas AP, Henderson JM. Conscious and unconscious memory differentially impact attention: Eye movements, visual search, and recognition processes. Cognition 2019; 185:71-82. [PMID: 30665071 DOI: 10.1016/j.cognition.2019.01.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 01/08/2019] [Accepted: 01/08/2019] [Indexed: 12/27/2022]
Abstract
A hotly debated question is whether memory influences attention through conscious or unconscious processes. To address this controversy, we measured eye movements while participants searched repeated real-world scenes for embedded targets, and we assessed memory for each scene using confidence-based methods to isolate different states of subjective memory awareness. We found that memory-informed eye movements during visual search were predicted both by conscious recollection, which led to a highly precise first eye movement toward the remembered location, and by unconscious memory, which increased search efficiency by gradually directing the eyes toward the target throughout the search trial. In contrast, these eye movement measures were not influenced by familiarity-based memory (i.e., changes in subjective reports of memory strength). The results indicate that conscious recollection and unconscious memory can each play distinct and complementary roles in guiding attention to facilitate efficient extraction of visual information.
Collapse
Affiliation(s)
- Michelle M Ramey
- Department of Psychology, University of California, Davis, CA, USA; Center for Neuroscience, University of California, Davis, CA, USA; Center for Mind and Brain, University of California, Davis, CA, USA.
| | - Andrew P Yonelinas
- Department of Psychology, University of California, Davis, CA, USA; Center for Neuroscience, University of California, Davis, CA, USA
| | - John M Henderson
- Department of Psychology, University of California, Davis, CA, USA; Center for Mind and Brain, University of California, Davis, CA, USA
| |
Collapse
|
31
|
Sharma D. Priming can affect naming colours using the study-test procedure. Revealing the role of task conflict. Acta Psychol (Amst) 2018; 189:19-25. [PMID: 27855828 DOI: 10.1016/j.actpsy.2016.11.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 08/10/2016] [Accepted: 11/08/2016] [Indexed: 10/20/2022] Open
Abstract
The Stroop paradigm has been widely used to study attention whilst its use to explore implicit memory have been mixed. Using the non-colour word Stroop task we tested contrasting predictions from the proactive-control/task-conflict model (Kalanthroff, Avnit, Henik, Davelaar & Usher, 2015) that implicate response conflict and task conflict for the priming effects. Using the study-test procedure 60 native English speakers were tested to determine whether priming effects from words that had previously been studied would cause interference when presented in a colour naming task. The results replicate a finding by MacLeod (1996) who showed no differences between the response latencies to studied and unstudied words. However, this pattern was predominately in the first half of the study where it was also found that both studied and unstudied words in a mixed block were slower to respond to than a block of pure unstudied words. The second half of the study showed stronger priming interference effects as well as a sequential modulation effect in which studied words slowed down the responses of studied words on the next trial. We discuss the role of proactive and reactive control processes and conclude that task conflict best explains the pattern of priming effects reported.
Collapse
|
32
|
Cofresí RU, Lee HJ, Monfils MH, Chaudhri N, Gonzales RA. Characterizing conditioned reactivity to sequential alcohol-predictive cues in well-trained rats. Alcohol 2018; 69:41-49. [PMID: 29635111 DOI: 10.1016/j.alcohol.2017.11.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 10/22/2017] [Accepted: 11/16/2017] [Indexed: 10/18/2022]
Abstract
Implicit learning about antecedent stimuli and the unconditional stimulus (US) properties of alcohol may facilitate the progressive loss of control over drinking. To model this learning, Cofresí et al. (2017) developed a procedure in which a discrete, visual conditional stimulus (houselight illumination; CS) predicted the availability of a retractable sipper that rats could lick to receive unsweetened alcohol [Alcoholism: Clinical and Experimental Research, 41, 608-617]. Here we investigated the possibility that houselight illumination, sipper presentation, and oral alcohol receipt might each exert control over alcohol seeking and drinking. We also determined the relationship between ingested dose and blood alcohol concentration, in order to validate the idea that the US is a post-ingestive action of alcohol. Finally, we tested a major prediction from the conditioning account of problematic drinking [Tomie, A., & Sharma, N. (2013). Current Drug Abuse Reviews, 6, 201-219], which is that once learned, responses elicited by a CS will promote drinking. We found that despite having constrained opportunities to drink alcohol during the conditioning procedure, ingested doses produced discriminable blood concentrations that supported cue conditioning. Based on our analysis of the dynamics of cue reactivity in well-trained rats, we found that houselight illumination triggered conditioned approach, sipper presentation evoked licking behavior, and alcohol receipt promoted drinking. Reactivity to these cues, which varied in terms of their temporal proximity to the alcohol US, persisted despite progressive intoxication or satiety. Additionally, rats with the greatest conditioned reactivity to the most distal alcohol cue were also the fastest to initiate drinking and drank the most. Our findings indicate that the post-ingestive effects of alcohol may condition multiple cues simultaneously in adult rats, and these multiple cues help to trigger alcohol seeking and drinking. Moreover, identification and characterization of these cues should be helpful for designing interventions that attenuate the power of these cues over behavior.
Collapse
|
33
|
Klein Selle N, Ben-Shakhar G, Kindt M, Verschuere B. Preliminary evidence for physiological markers of implicit memory. Biol Psychol 2018; 135:220-235. [PMID: 29477478 DOI: 10.1016/j.biopsycho.2018.02.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 02/18/2018] [Accepted: 02/19/2018] [Indexed: 11/19/2022]
Abstract
The Concealed Information Test (CIT) aims to detect concealed knowledge and is known to be sensitive to explicit memory. In two experiments, we examined whether the CIT is also sensitive to implicit memory using skin conductance, respiration and heart rate measures. For each participant, previously studied items were either categorized as explicitly remembered, implicitly remembered or forgotten. The two experiments differed in the strength of memory encoding, the type of implicit memory test, the delay between study and test and the number of critical CIT items. The results of Experiment 1 revealed that CIT detection efficiency was weak and significant only in the explicit memory condition. In Experiment 2, however, CIT detection efficiency was stronger and significant in both the explicit and implicit memory conditions as indexed by skin conductance and respiration. Altogether, our results provide initial evidence that the CIT may be sensitive to implicit memory. Theoretical and practical implications are discussed.
Collapse
Affiliation(s)
- Nathalie Klein Selle
- Department of Psychology, Hebrew University of Jerusalem, Mount Scopus, Jerusalem 91905, Israel; Department of Clinical Psychology, University of Amsterdam, Postbus 15933, 1001 NK Amsterdam, The Netherlands.
| | - Gershon Ben-Shakhar
- Department of Psychology, Hebrew University of Jerusalem, Mount Scopus, Jerusalem 91905, Israel
| | - Merel Kindt
- Department of Clinical Psychology, University of Amsterdam, Postbus 15933, 1001 NK Amsterdam, The Netherlands
| | - Bruno Verschuere
- Department of Clinical Psychology, University of Amsterdam, Postbus 15933, 1001 NK Amsterdam, The Netherlands
| |
Collapse
|
34
|
Lamy D, Zivony A. Target activation and distractor inhibition underlie priming of pop-out: A response to Dent (this issue). Vision Res 2018; 149:131-138. [PMID: 29678539 DOI: 10.1016/j.visres.2018.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 02/24/2018] [Accepted: 03/02/2018] [Indexed: 10/17/2022]
Abstract
Visual search is faster when the target and distractors features repeat than when they switch on successive trials, a phenomenon known as priming of pop-out (PoP). In previous work, we suggested that two mechanisms, each indexed by a repetition benefit and a switch cost underlie PoP: target activation and distractor inhibition. Consistent with this account, we reported strong correlations between the benefit and cost indexing each mechanism and concluded that there are stable individual differences on target-activation and distractor-inhibition processes. In subsequent work, we noted flaws in our baseline for benefits and costs and suggested a different baseline. Yet, we did not explore the implications of these flaws for our previous conclusions - a gap that Dent (this issue) filled in a large-scale replication of our study. He found our reported correlations to entirely vanish when the corrected baselines are used, whereas repetition benefits were correlated and so were switching costs. He concluded that his findings invalidate the activation-inhibition account of PoP and proposed a hybrid account, according to which repetition effects reflect activation and inhibition, whereas switch costs index a conflict-resolution process. Here, we claim that failure to observe correlations between indices of the same components invalidates the claim that there are stable individual differences on these components but does not challenge the idea that target-activation and distractor inhibition underlie PoP. We reanalyzed the data from four published experiments. As Dent (this issue), we find no correlations between indices of the same component. However, we show that novel predictions of the activation-inhibition components account are supported, whereas the predictions of the conflict-resolution account are disconfirmed.
Collapse
|
35
|
Carol RN, Schreiber Compo N. The effect of encoding duration on implicit and explicit eyewitness memory. Conscious Cogn 2018; 61:117-128. [PMID: 29482915 DOI: 10.1016/j.concog.2018.02.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 01/19/2018] [Accepted: 02/14/2018] [Indexed: 11/30/2022]
Abstract
The present study investigated the effect of encoding duration on implicit and explicit eyewitness memory. Participants (N = 227) viewed a mock crime (brief, 15-s vs. long, 30-s vs. irrelevant/control) and were then tested with both implicit and explicit memory prompts or with explicit memory prompts only. Brief-encoding participants revealed more critical details implicitly than long-encoding or control participants. Further, the number and percentage of accurate details recalled explicitly were higher for long-encoding than for brief-encoding participants. Implicit testing prior to explicit recall-as compared to completing a filler task-was detrimental to free recall performance. Interestingly, brief-encoding participants were significantly more likely to remember critical details implicitly but not explicitly than long-encoding participants. This is the first study to investigate implicit eyewitness memory for a multimodal mock crime. Findings are theoretically consistent with prior research on cognition while expanding upon the extant eyewitness memory and investigative interviewing literature.
Collapse
Affiliation(s)
- Rolando N Carol
- Auburn University at Montgomery, Department of Psychology, Goodwyn Hall 210C, 7061 Senators Drive, Montgomery, AL 36117, United States.
| | - Nadja Schreiber Compo
- Florida International University, Department of Psychology, MMC, DM 288, 11200 S.W. 8th Street, Miami, FL 33199, United States.
| |
Collapse
|
36
|
Mitchell DB, Kelly CL, Brown AS. Replication and extension of long-term implicit memory: Perceptual priming but conceptual cessation. Conscious Cogn 2017; 58:1-9. [PMID: 29278809 DOI: 10.1016/j.concog.2017.12.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 09/28/2017] [Accepted: 12/11/2017] [Indexed: 10/18/2022]
Abstract
We endeavored to replicate Mitchell's (2006) finding of 17-year implicit memory priming. Subjects saw word and picture stimuli in 1999-2000 (M age = 18.9) and were retested after 11-14 years (M = 13.2; M age = 32.1). Via the internet, they completed four implicit memory tasks: picture fragment identification, word fragment completion, word stem completion, and category exemplar generation. Relative to control subjects (matched on stimuli, age, and education), longitudinal subjects revealed priming on picture and word fragment identification (perceptual tasks), but no priming on word stem completion or category exemplar generation (conceptual tasks). Four longitudinal subjects who failed to recall participating in the prior laboratory session had priming similar to the 10 subjects who did remember. Thus, we replicated the longevity of perceptual priming for pictures, and extended this to word fragment priming as well.
Collapse
Affiliation(s)
- David B Mitchell
- Department of Exercise Science, WellStar College, Kennesaw State University, United States.
| | - Corwin L Kelly
- Department of Psychology, Kennesaw State University, United States
| | - Alan S Brown
- Department of Psychology, Southern Methodist University, United States
| |
Collapse
|
37
|
Ward EV. Reduced recognition and priming in older relative to young adults for incidental and intentional information. Conscious Cogn 2017; 57:62-73. [PMID: 29179045 DOI: 10.1016/j.concog.2017.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 11/12/2017] [Accepted: 11/15/2017] [Indexed: 11/26/2022]
Abstract
Older adults often show greater implicit/unconscious memory than young adults for incidental information that was task-irrelevant during its acquisition. Shallow/perceptual encoding by older adults may boost performance on implicit tasks that reinstate this type of processing, whereas deeper/conceptual encoding by young adults may support greater explicit/conscious memory. To test this, young and older participants were exposed to incidental words in a text color identification task before the trial-by-trial capture of priming and recognition. In Experiments 1-3 priming and recognition were significantly greater in young than older adults, providing evidence against age differences in encoding style. In Experiments 2-3 older adults were more liberal than young adults in making positive recognition judgments to incidental relative to intentional items, even though source memory was poor in both groups. Findings pinpoint age differences in the utilization of previously incidental versus intentional information on different types of task.
Collapse
Affiliation(s)
- Emma V Ward
- Psychology Department, School of Science and Technology, Middlesex University, London NW4 4BT, UK.
| |
Collapse
|
38
|
Abstract
In three experiments, we tested a relative-speed-of-processing account of color-word contingency learning, a phenomenon in which color identification responses to high-contingency stimuli (words that appear most often in particular colors) are faster than those to low-contingency stimuli. Experiment 1 showed equally large contingency-learning effects whether responding was to the colors or to the words, likely due to slow responding to both dimensions because of the unfamiliar mapping required by the key press responses. For Experiment 2, participants switched to vocal responding, in which reading words is considerably faster than naming colors, and we obtained a contingency-learning effect only for color naming, the slower dimension. In Experiment 3, previewing the color information resulted in a reduced contingency-learning effect for color naming, but it enhanced the contingency-learning effect for word reading. These results are all consistent with contingency learning influencing performance only when the nominally irrelevant feature is faster to process than the relevant feature, and therefore are entirely in accord with a relative-speed-of-processing explanation.
Collapse
|
39
|
Trewartha KM, Flanagan JR. Linking actions and objects: Context-specific learning of novel weight priors. Cognition 2017; 163:121-127. [PMID: 28319685 DOI: 10.1016/j.cognition.2017.02.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 02/24/2017] [Accepted: 02/25/2017] [Indexed: 10/19/2022]
Abstract
Distinct explicit and implicit memory processes support weight predictions used when lifting objects and making perceptual judgments about weight, respectively. The first time that an object is encountered weight is predicted on the basis of learned associations, or priors, linking size and material to weight. A fundamental question is whether the brain maintains a single, global representation of priors, or multiple representations that can be updated in a context specific way. A second key question is whether the updating of priors, or the ability to scale lifting forces when repeatedly lifting unusually weighted objects requires focused attention. To investigate these questions we compared the adaptability of weight predictions used when lifting objects and judging their weights in different groups of participants who experienced size-weight inverted objects passively (with the objects placed on the hands) or actively (where participants lift the objects) under full or divided attention. To assess weight judgments we measured the size-weight illusion after every 20 trials of experience with the inverted objects both passively and actively. The attenuation of the illusion that arises when lifting inverted object was found to be context-specific such that the attenuation was larger when the mode of interaction with the inverted objects matched the method of assessment of the illusion. Dividing attention during interaction with the inverted objects had no effect on attenuation of the illusion, but did slow the rate at which lifting forces were scaled to the weight inverted objects. These findings suggest that the brain stores multiple representations of priors that are context specific, and that focused attention is important for scaling lifting forces, but not for updating weight predictions used when judging object weight.
Collapse
Affiliation(s)
- Kevin M Trewartha
- Centre for Neuroscience Studies, Queen's University, Kingston, Ontario K7L 3N6, Canada; Department of Psychology, Queen's University, Kingston, Ontario K7L 3N6, Canada; Department of Cognitive and Learning Sciences, Michigan Technological University, Houghton, MI 49931, USA; Department of Kinesiology and Integrative Physiology, Michigan Technological University, Houghton, MI 49931, USA.
| | - J Randall Flanagan
- Centre for Neuroscience Studies, Queen's University, Kingston, Ontario K7L 3N6, Canada; Department of Psychology, Queen's University, Kingston, Ontario K7L 3N6, Canada
| |
Collapse
|
40
|
Abstract
This study presents a normative database of Spanish restricted length word stems that provides useful information for the selection of stimuli in memory experiments with Word Stem Completion (WSC) tasks. The database includes indices relative to stems (total baseline completion, priming baseline completion, priming, number of completions, ratio between given and deleted letters, and syllabic structure), and indices relative to characteristics of the words used to obtain the stems (frequency, familiarity, number of meanings, length, number of syllables, arousal, and valence). A WSC task was performed by 515 participants to calculate priming and baseline indices. An Exploratory Factor Analysis showed that these indices are grouped in four factors: perceptual, lexical, emotional, and response competition. Stepwise regression analyses performed with these factors showed that the lexical, response competition, and perceptual factors predict priming baseline completion, while only the lexical factor predicts priming. The model that best explains the relationship between priming and priming baseline completion was a cubic model, and the optimum baseline values for achieving priming were between .31 and .36. These norms can be downloaded as Supplemental Materials for this article from https://nuvol.uv.es/owncloud/index.php/s/hpj9by1qbENdjfj .
Collapse
|
41
|
Abstract
Visual attention is strongly affected by the past: both by recent experience and by long-term regularities in the environment that are encoded in and retrieved from memory. In visual search, intertrial repetition of targets causes speeded response times (short-term priming). Similarly, targets that are presented more often than others may facilitate search, even long after it is no longer present (long-term priming). In this study, we investigate whether such short-term priming and long-term priming depend on dissociable mechanisms. By recording eye movements while participants searched for one of two conjunction targets, we explored at what stages of visual search different forms of priming manifest. We found both long- and short- term priming effects. Long-term priming persisted long after the bias was present, and was again found even in participants who were unaware of a color bias. Short- and long-term priming affected the same stage of the task; both biased eye movements towards targets with the primed color, already starting with the first eye movement. Neither form of priming affected the response phase of a trial, but response repetition did. The results strongly suggest that both long- and short-term memory can implicitly modulate feedforward visual processing.
Collapse
|
42
|
Abstract
High levels of NPY expression in brain regions important for learning and memory together with its neuromodulatory and neurotrophic effects suggest a regulatory role for NPY in memory processes. Therefore it is not surprising that an increasing number of studies have provided evidence for NPY acting as a modulator of neuroplasticity, neurotransmission, and memory. Here these results are presented in relation to the types of memory affected by NPY and its receptors. NPY can exert both inhibitory and stimulatory effects on memory, depending on memory type and phase, dose applied, brain region, and NPY receptor subtypes. Thus NPY act as a resilience factor by impairing associative implicit memory after stressful and aversive events, as evident in models of fear conditioning, presumably via Y1 receptors in the amygdala and prefrontal cortex. In addition, NPY impairs acquisition but enhances consolidation and retention in models depending on spatial and discriminative types of associative explicit memory, presumably involving Y2 receptor-mediated regulations of hippocampal excitatory transmission. Moreover, spatial memory training leads to increased hippocampal NPY gene expression that together with Y1 receptor-mediated neurogenesis could constitute necessary steps in consolidation and long-term retention of spatial memory. Altogether, NPY-induced effects on learning and memory seem to be biphasic, anatomically and temporally differential, and in support of a modulatory role of NPY at keeping the system in balance. Obtaining further insight into memory-related effects of NPY could inspire the engineering of new therapeutics targeting diseases where impaired learning and memory are central elements.
Collapse
Affiliation(s)
- C R Gøtzsche
- Laboratory of Neural Plasticity, Department of Neuroscience and Pharmacology, University of Copenhagen, Denmark.
| | - D P D Woldbye
- Laboratory of Neural Plasticity, Department of Neuroscience and Pharmacology, University of Copenhagen, Denmark
| |
Collapse
|
43
|
Abstract
Previous research (e.g., cultural consensus theory (Romney, Weller, & Batchelder, American Anthropologist, 88, 313-338, 1986); cultural mixture modeling (Mueller & Veinott, 2008)) has used overt response patterns (i.e., responses to questionnaires and surveys) to identify whether a group shares a single coherent attitude or belief set. Yet many domains in social science have focused on implicit attitudes that are not apparent in overt responses but still may be detected via response time patterns. We propose a method for modeling response times as a mixture of Gaussians, adapting the strong-consensus model of cultural mixture modeling to model this implicit measure of knowledge strength. We report the results of two behavioral experiments and one simulation experiment that establish the usefulness of the approach, as well as some of the boundary conditions under which distinct groups of shared agreement might be recovered, even when the group identity is not known. The results reveal that the ability to recover and identify shared-belief groups depends on (1) the level of noise in the measurement, (2) the differential signals for strong versus weak attitudes, and (3) the similarity between group attitudes. Consequently, the method shows promise for identifying latent groups among a population whose overt attitudes do not differ, but whose implicit or covert attitudes or knowledge may differ.
Collapse
|
44
|
Kruijne W, Brascamp JW, Kristjánsson Á, Meeter M. Can a single short-term mechanism account for priming of pop-out? Vision Res 2015; 115:17-22. [PMID: 25818904 DOI: 10.1016/j.visres.2015.03.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Revised: 03/13/2015] [Accepted: 03/16/2015] [Indexed: 11/19/2022]
Abstract
Trial-to-trial feature repetition speeds response times in pop-out visual search tasks. These priming effects are often ascribed to a short-term memory system. Recently, however, it has been reported that a 'build-up' sequence of repetitions could facilitate responses over 16 trials later - well beyond twice the typically reported time course (Vision Research, 2011, 51, 1972-1978). Here, we first report two replication attempts that yielded little to no support for such long-term priming of pop-out. The results instead fell in line with the predictions of a previously proposed computational model that describes priming as short-lived facilitation that decays over approximately eight trials (Vision Research, 2010, 50, 2110-2115). In the second part of this study, we show that these data are consistent with a simple formulation of decay with a single timescale, and that there is no significant priming beyond eight trials.
Collapse
Affiliation(s)
- Wouter Kruijne
- Cognitive Psychology, Faculty of Psychology and Education, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
| | - Jan W Brascamp
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 2, 3584 CS Utrecht, The Netherlands
| | - Árni Kristjánsson
- Psychology, University of Iceland, Gimli, Sæmundargata, IS-101 Reykjavík, Iceland
| | - Martijn Meeter
- Cognitive Psychology, Faculty of Psychology and Education, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands
| |
Collapse
|
45
|
Soler MJ, Ruiz JC, Dasí C, Fuentes-Durá I. Implicit memory functioning in schizophrenia: explaining inconsistent findings of word stem completion tasks. Psychiatry Res 2015; 226:347-51. [PMID: 25667118 DOI: 10.1016/j.psychres.2015.01.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Revised: 01/09/2015] [Accepted: 01/12/2015] [Indexed: 11/30/2022]
Abstract
The definitive implicit memory profile of schizophrenia is yet to be clarified. Methodological differences between studies could be the reason for the inconsistent findings reported. In this study, we have examined implicit memory functioning using a word stem completion task. In addition, we have addressed methodological issues related with lexical and perceptual stimuli characteristics, and with the strategy used to calculate priming scores. Our data show similar performance values in schizophrenic patients and healthy controls. Furthermore, we have not detected significant differences in priming between the two groups, even when this parameter was calculated using three different procedures. These results are in line with those we have reported previously using the same stimuli in a word fragment completion task. Considered as a whole, our research suggests that implicit memory functioning in schizophrenia is unimpaired when assessed using word fragment or stem completion tasks. In light of this, future studies should follow standardized criteria to assess implicit memory when the sensitivity of the task employed is essential for identifying potential memory deficits in schizophrenia.
Collapse
Affiliation(s)
- María José Soler
- Faculty of Psychology, University of Valencia, Avenida Blasco Ibañez, 21, 46010 Valencia, Spain
| | - Juan Carlos Ruiz
- Faculty of Psychology, University of Valencia, Avenida Blasco Ibañez, 21, 46010 Valencia, Spain.
| | - Carmen Dasí
- Faculty of Psychology, University of Valencia, Avenida Blasco Ibañez, 21, 46010 Valencia, Spain
| | - Inma Fuentes-Durá
- Faculty of Psychology, University of Valencia, Avenida Blasco Ibañez, 21, 46010 Valencia, Spain; CIBERSAM, Spain
| |
Collapse
|
46
|
Kane AE, Festa EK, Salmon DP, Heindel WC. Repetition priming and cortical arousal in healthy aging and Alzheimer's disease. Neuropsychologia 2015; 70:145-55. [PMID: 25701794 DOI: 10.1016/j.neuropsychologia.2015.02.024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 02/09/2015] [Accepted: 02/18/2015] [Indexed: 12/15/2022]
Abstract
Repetition priming refers to a form of implicit memory in which prior exposure to a stimulus facilitates the subsequent processing of the same or a related stimulus. One frequently used repetition priming task is word-stem completion priming. In this task, participants complete a series of beginning word stems with the first word that comes to mind after having viewed, in an unrelated context, words that can complete some of the stems. Patients with Alzheimer's disease (AD) exhibit a significant deficit in word-stem completion priming, but the neural mechanisms underlying this deficit have yet to be identified. The present study examined the possibility that the word-stem completion priming deficit in AD is due to disruption of ascending neuromodulatory systems that mediate cortical arousal by comparing word-stem completion priming and behavioral measures of spatial orienting and phasic alerting. Results showed that in healthy elderly controls higher levels of phasic alerting were associated with a sharpening of the temporal dynamics of priming across two delay intervals: those with higher levels of alerting showed more immediate priming but less delayed priming than those with lesser levels of alerting. In patients with AD, priming was impaired despite intact levels of phasic alerting and spatial orienting, and group status rather than individual levels of alerting or orienting predicted the magnitude of their stem-completion priming. Furthermore, the change in priming across delays they displayed was not related to level of alerting or orienting. These findings support the role of the noradrenergic projection system in modulating the level of steady-state cortical activation (or "cortical tonus") underlying both phasic alerting and the temporal dynamics of repetition priming. However, impaired priming in patients with AD does not appear to be due to disruption of this neuromodulatory system.
Collapse
Affiliation(s)
- Amy E Kane
- Shiley-Marcos Alzheimer's Disease Research Center, Department of Neurosciences, University of California, San Diego, USA
| | - Elena K Festa
- Department of Cognitive, Linguistic and Psychological Sciences, Brown University, USA
| | - David P Salmon
- Shiley-Marcos Alzheimer's Disease Research Center, Department of Neurosciences, University of California, San Diego, USA
| | - William C Heindel
- Department of Cognitive, Linguistic and Psychological Sciences, Brown University, USA.
| |
Collapse
|
47
|
Gomes CA, Montaldi D, Mayes A. The pupil as an indicator of unconscious memory: Introducing the pupil priming effect. Psychophysiology 2015; 52:754-69. [PMID: 25656874 DOI: 10.1111/psyp.12412] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Accepted: 12/13/2014] [Indexed: 11/28/2022]
Abstract
We explored whether object behavioral priming and pupil changes occur in the absence of recognition memory. Experiment 1 found behavioral priming for unrecognized objects (Ms) regardless of whether they had been encoded perceptually or conceptually. Using the same perceptual encoding task, Experiment 2 showed greater pupil dilation for Ms than for correct rejections of unstudied objects (CRs) when reaction times were matched. In Experiment 3, there was relatively less pupil dilation for Ms than for similarly matched CRs when objects had been encoded conceptually. Mean/peak pupil dilation for CRs, but not Ms, increased in Experiment 3, in which novelty expectation was also reduced, and the pupillary time course for both Ms and CRs was distinct in the two experiments. These findings indicate that both behavioral and pupil memory occur for studied, but unrecognized stimuli, and suggest that encoding and novelty expectation modulate pupillary memory responses.
Collapse
Affiliation(s)
- Carlos Alexandre Gomes
- Human Memory Laboratory, School of Psychological Sciences, University of Manchester, Manchester, UK
| | - Daniela Montaldi
- Human Memory Laboratory, School of Psychological Sciences, University of Manchester, Manchester, UK
| | - Andrew Mayes
- Human Memory Laboratory, School of Psychological Sciences, University of Manchester, Manchester, UK
| |
Collapse
|
48
|
Abstract
Priming reflects an important means of learning that is mediated by implicit memory. Importantly, priming occurs for previously viewed objects (item-specific priming) and their category relatives (category-wide priming). Two distinct neural mechanisms are known to mediate priming, including the sharpening of a neural object representation and the retrieval of stimulus-response mappings. Here, we investigated whether the relationship between these neural mechanisms could help explain why item-specific priming generates faster responses than category-wide priming. Participants studied pictures of everyday objects, and then performed a difficult picture identification task while we recorded event-related potentials (ERP). The identification task gradually revealed random line segments of previously viewed items (Studied), category exemplars of previously viewed items (Exemplar), and items that were not previously viewed (Unstudied). Studied items were identified sooner than Unstudied items, showing evidence of item-specific priming, and importantly Exemplar items were also identified sooner than Unstudied items, showing evidence of category-wide priming. Early activity showed sustained neural suppression of parietal activity for both types of priming. However, these neural suppression effects may have stemmed from distinct processes because while category-wide neural suppression was correlated with priming behavior, item-specific neural suppression was not. Late activity, examined with response-locked ERPs, showed additional processes related to item-specific priming including neural suppression in occipital areas and parietal activity that was correlated with behavior. Together, we conclude that item-specific and category-wide priming are mediated by separate, parallel neural mechanisms in the context of the current paradigm. Temporal differences in behavior are determined by the timecourses of these distinct processes.
Collapse
Affiliation(s)
- Philip C Ko
- Department of Neurology, Vanderbilt University, Nashville, TN 37232, United States.
| | - Bryant Duda
- Department of Neurology, Vanderbilt University, Nashville, TN 37232, United States
| | - Erin P Hussey
- Department of Neurology, Vanderbilt University, Nashville, TN 37232, United States
| | - Emily J Mason
- Department of Neurology, Vanderbilt University, Nashville, TN 37232, United States
| | - Brandon A Ally
- Department of Neurology, Vanderbilt University, Nashville, TN 37232, United States; Department of Psychiatry, Vanderbilt University, Nashville, TN 37232, United States; Department of Psychology, Vanderbilt University, Nashville, TN 37232, United States
| |
Collapse
|
49
|
Abstract
A discrepancy exists among previous studies regarding whether priming and subsequent recognition memory are positively or negatively correlated. We consider that the difference in recognition memory measures used in these studies accounts for the discrepancy. To examine this, we introduced three different recognition measures and reexamined the relationship between priming and subsequent recognition. Participants learned stimulus words in the first encoding block while performing an abstract/concrete decision task. In the second encoding block, a priming test was conducted, followed by a surprise recognition memory test. Results showed that the hit rate and hit rate (pHit)-false-alarm rate (pFA) positively correlated with priming. However, the difference between hit rates for the twice- and once-encoded stimuli, which can reflect the representations acquired at the second exposure in particular, did not significantly correlate with priming. These results suggest that priming and subsequent recognition relate positively because of the common representations acquired at the initial encoding. Furthermore, the present results are consistent with a previous study that failed to reproduce the negative correlation between priming and subsequent recognition.
Collapse
Affiliation(s)
- Kiyofumi Miyoshi
- Graduate School of Letters, Kyoto University, Sakyo, Kyoto, 6068501 Japan
| | - Takehiro Minamoto
- Graduate School of Human Sciences, Osaka University, Suita, Osaka, Japan
| | - Hiroshi Ashida
- Graduate School of Letters, Kyoto University, Sakyo, Kyoto, 6068501 Japan
| |
Collapse
|
50
|
Packard PA, Rodríguez-Fornells A, Stein LM, Nicolás B, Fuentemilla L. Tracking explicit and implicit long-lasting traces of fearful memories in humans. Neurobiol Learn Mem 2014; 116:96-104. [PMID: 25256154 DOI: 10.1016/j.nlm.2014.09.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Revised: 09/12/2014] [Accepted: 09/15/2014] [Indexed: 12/27/2022]
Abstract
Recent accounts of Posttraumatic Stress Disorder (PTSD) suggest that the encoding of an episode within a fearful context generates different implicit and explicit memory representations. Whilst implicit memory traces include the associated emotional states, explicit traces include a recoding into an abstract or gist-based structural context of the episode. Theoretically, the long-term preservation of implicit memory traces may facilitate the often untreatable memory intrusions in PTSD. Here, we tracked in two experiments how implicit and explicit memory traces for fearful episodes dissociate and evolve over time. Subjects (N=86) were presented with semantically-related word-lists in a contextual fear paradigm and tested for explicit memories either immediately (i.e., 30 min) or after a delay (i.e., 1 or 2 weeks) with a verbal recognition task. Skin Conductance Response (SCR) was used to assess implicit memory responses. Subjects showed high memory accuracy for words when tested immediately after encoding. At test, SCR was higher during the presentation of verbatim but not gist-based words encoded in a fearful context, and remained unchanged after 2 weeks, despite subjects being unaware of words' encoding context. We found no clear evidence of accurate explicit memory traces for the fearful or neutral contexts of words presented during encoding, either 30 min or 2 weeks afterwards. These findings indicate that the implicit, but not the explicit, memory trace of a fearful context of an episode can be detected at long-term through SCR and is dissociated from the gist-based memory. They may have implicationstowards the understanding of how the processing of fearful memoriescould lead to PTSD.
Collapse
Affiliation(s)
- Pau Alexander Packard
- Cognition and Brain Plasticity Group, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Department of Basic Psychology, University of Barcelona, Barcelona, Spain.
| | - Antoni Rodríguez-Fornells
- Cognition and Brain Plasticity Group, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Department of Basic Psychology, University of Barcelona, Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | | | - Berta Nicolás
- Cognition and Brain Plasticity Group, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Lluís Fuentemilla
- Cognition and Brain Plasticity Group, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Department of Basic Psychology, University of Barcelona, Barcelona, Spain
| |
Collapse
|