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Mathy F, Friedman O, Gauvrit N. Can compression take place in working memory without a central contribution of long-term memory? Mem Cognit 2023:10.3758/s13421-023-01474-8. [PMID: 37882946 DOI: 10.3758/s13421-023-01474-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/27/2023] [Indexed: 10/27/2023]
Abstract
Information is easier to remember when it is recognized as structured. One explanation for this benefit is that people represent structured information in a compressed form, thus reducing memory load. However, the contribution of long-term memory and working memory to compression are not yet disentangled. Previous work has mostly produced evidence that long-term memory is the main source of compression. In the present work, we reveal two signatures of compression in working memory using a large-scale naturalistic data set from a science museum. Analyzing data from more than 32,000 memory trials, in which people attempted to recall briefly displayed sequences of colors, we examined how the estimated compressibility of each sequence predicted memory performance. Besides finding that compressibility predicted memory performance, we found that greater compressibility of early subsections of sequences predicted better memory for later subsections, and that mis-recalled sequences were simpler than the originals. These findings suggest that (1) more compressibility reduces memory load, leaving space for additional information; (2) memory errors are not random and instead reflect compression gone awry. Together, these findings suggest that compression can take place in working memory. This may enable efficient storage on the spot without direct contributions from long-term memory. However, we also discuss ways long-term memory could explain our findings.
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L-Miao L, Reynvoet B, Sayim B. Anisotropic representations of visual space modulate visual numerosity estimation. Vision Res 2022; 201:108130. [PMID: 36215795 DOI: 10.1016/j.visres.2022.108130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 09/11/2022] [Accepted: 09/25/2022] [Indexed: 11/06/2022]
Abstract
Humans can estimate the number of visually displayed items without counting. This capacity of numerosity perception has often been attributed to a dedicated system to estimate numerosity, or alternatively to the exploitation of various stimulus features, such as density, convex hull, the size of items, and occupancy area. The distribution of the presented items is usually not varied with eccentricity in the visual field. However, our visual fields are highly asymmetric. To date, it is unclear how inhomogeneities of the visual field impact numerosity perception. Besides eccentricity, a pronounced asymmetry is the radial-tangential anisotropy. For example, in crowding, radially placed flankers interfere more strongly with target perception than tangentially placed flankers. Similarly, in redundancy masking, the number of perceived items in repeating patterns is reduced when the items are arranged radially but not when they are arranged tangentially. Here, we investigated whether numerosity perception is subject to the radial-tangential anisotropy of spatial vision to shed light on the underlying topology of numerosity perception. In Experiment 1, observers were presented with varying numbers of discs, predominantly arranged radially or tangentially, and asked to report their perceived number. In Experiment 2, observers were presented with the same displays as in Experiment 1, and were asked to encircle items that were perceived as a group. We found that numerosity estimation depended on the arrangement of discs, suggesting a radial-tangential anisotropy of numerosity perception. Grouping among discs did not seem to explain our results. We suggest that the topology of spatial vision modulates numerosity estimation and that asymmetries of visual space should be taken into account when investigating numerosity estimation.
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Affiliation(s)
- Li L-Miao
- Univ. Lille, CNRS, UMR9193 - SCALab - Sciences Cognitives et Sciences Affectives, F-59000 Lille, France; Faculty of Psychology and Educational Sciences, KU Leuven @Kulak, Kortrijk, Belgium.
| | - Bert Reynvoet
- Faculty of Psychology and Educational Sciences, KU Leuven @Kulak, Kortrijk, Belgium; Brain and Cognition, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Bilge Sayim
- Univ. Lille, CNRS, UMR9193 - SCALab - Sciences Cognitives et Sciences Affectives, F-59000 Lille, France; Institute of Psychology, University of Bern, Bern, Switzerland
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Benefits and pitfalls of data compression in visual working memory. Atten Percept Psychophys 2021; 83:2843-2864. [PMID: 34131860 DOI: 10.3758/s13414-021-02333-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2021] [Indexed: 11/08/2022]
Abstract
Data compression in memory is a cognitive process allowing participants to cope with complexity to reduce information load. However, previous studies have not yet considered the hypothesis that this process could also lead to over-simplifying information due to haphazard amplification of the compression process itself. For instance, we could expect that the over-regularized features of a visual scene could produce false recognition of patterns, not because of storage capacity limits but because of an errant compression process. To prompt memory compression in our participants, we used multielement visual displays for which the underlying information varied in compressibility. The compressibility of our material could vary depending on the number of common features between the multi-dimensional objects in the displays. We measured both accuracy and response times by probing memory representations with probes that we hypothesized could modify the participants' representations. We confirm that more compressible information facilitates performance, but a more novel finding is that compression can produce both typical memory errors and lengthened response times. Our findings provide clearer evidence of the forms of compression that participants carry out.
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A compressibility account of the color-sharing bonus in working memory. Atten Percept Psychophys 2021; 83:1613-1628. [PMID: 33686590 DOI: 10.3758/s13414-020-02231-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2020] [Indexed: 11/08/2022]
Abstract
It has been established that objects sharing color in a visual display can boost working memory. The capacity to encode singletons particularly benefits from the repetition of colors encoded as perceptual groups. We manipulated the algorithmic complexity of visual displays to test whether compressibility of information could account for the color-sharing bonus. This study used a free recall working memory task in which the participants were shown displays of 2 to 8 color items. We examined the influence of set size, complexity, number of same-color clusters and amount of color redundancy. The results showed that the probability of correct recall of the pattern and the proportion of similarity between the pattern and the response decreased with an increase of each manipulated variable, except for color redundancy in terms of probability of correct recall. The model performance of complexity did not differ from that of clusters, but complexity was found more accurate than either set size or color redundancy. The results also showed that similar items were more often recalled adjacently, and complexity correlated strongly with the number of extra color repetitions in the response, suggesting that more complex patterns encouraged the use of information compression. Moreover, color repetitions were more often recalled first and the probability of correct recall for singletons and sub-patterns could be predicted by the compressibility measure. We discuss the potential advantage of using compressibility measures to capture the effects of regularities in visual patterns, in particular to refine analysis of the color-sharing bonus.
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Haj ME, Kessels RPC, Urso L, Nandrino JL. Chunking to improve verbal forward spans in Korsakoff's syndrome. APPLIED NEUROPSYCHOLOGY. ADULT 2020; 27:150-157. [PMID: 30183427 DOI: 10.1080/23279095.2018.1499023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Chunking is a mnemonic strategy that involves organizing information into appropriate units. Our article examined the use of this strategy on forward and backward span performance in Korsakoff's syndrome. Fifteen patients with Korsakoff's syndrome and 17 age-and-education matched healthy controls participated to the study. Digit span performance (both forward and backward) was tested before and after chunking training. Results demonstrated an increased performance on the forward spans after chunking training in the patients with Korsakoff's syndrome, but no beneficial effect was observed on the backward spans in these participants. Controls demonstrated a chunking effect on both forward and backward span performance. Our findings suggest that a simple training in chunking may be useful as part of a cognitive strategy training for improving working memory performance in patients with Korsakoff's syndrome.
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Affiliation(s)
- Mohamad El Haj
- Laboratoire de Psychologie des Pays de la Loire (EA 4638), Université de Nantes, Nantes, France.,Centre Hospitalier de Tourcoing, Unité de Gériatrie, Tourcoing, France.,Institut Universitaire de France, Paris, France
| | - Roy P C Kessels
- Cognition and Behaviour, Radboud University Donders Institute for Brain, Nijmegen, The Netherlands.,Centre for Excellence for Korsakoff and Alcohol-Related Cognitive Disorders, Vincent van Gogh Institute for Psychiatry, Venray, The Netherlands.,Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Laurent Urso
- Service d'addictologie, Centre Hospitalier de Roubaix, Roubaix, France
| | - Jean Louis Nandrino
- CNRS CHU Lille, et UMR 9193 - SCALab - Sciences Cognitives Sciences Affectives, Univ. Lille, Lille, France
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Yang Y, Merrill EC. Implicit memory of locations and identities: A developmental study. J Exp Child Psychol 2017; 167:162-179. [PMID: 29175706 DOI: 10.1016/j.jecp.2017.10.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/23/2017] [Accepted: 10/26/2017] [Indexed: 10/18/2022]
Abstract
Objects in the environment have both location and identity properties. However, it is unclear how these independent properties are processed and combined in the implicit domain. The current study investigated the development of the implicit memory of object locations and object identities, both independently and combined, and the relation between implicit memory and working memory (WM) for these properties. Three age groups participated: 6- and 7-year-old children, 9- and 10-year-old children, and adults. Children and adults completed a repeated search paradigm. In the learning phase, targets' locations were consistently predicted by both the identities and locations of the distracters. In the test phase, either both remained predictive or just the identities or just the locations of the distracters predicted the location of the target. All groups showed significant implicit learning when both the identities and locations of the distracters remained predictive. When only the locations but not the identities of the distracters were predictive, adults and 9- and 10-year-olds showed significant learning, whereas 6- and 7-year-olds did not. When only the identities but not the locations of the distracters were predictive, none of the groups showed significant learning effects. In evaluating the contributions of either visual or spatial WM to implicit learning and memory, we found that children with smaller visual WM exhibited larger implicit memory effects for object identities than did children with larger visual WM. Taken together, the results indicate that children's ability to differentiate identity and location undergoes development even in the implicit domain.
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Affiliation(s)
- Yingying Yang
- Department of Psychology, Montclair State University, Montclair, NJ 07043, USA; Department of Psychology, Sun Yat-sen University, Guangzhou 510085, China.
| | - Edward C Merrill
- Department of Psychology, University of Alabama, Tuscaloosa, AL 35401, USA
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Tomé WA, Gökhan Ş, Brodin NP, Gulinello ME, Heard J, Mehler MF, Guha C. A mouse model replicating hippocampal sparing cranial irradiation in humans: A tool for identifying new strategies to limit neurocognitive decline. Sci Rep 2015; 5:14384. [PMID: 26399509 PMCID: PMC4585869 DOI: 10.1038/srep14384] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 08/24/2015] [Indexed: 11/09/2022] Open
Abstract
Cancer patients undergoing cranial irradiation are at risk of developing neurocognitive impairments. Recent evidence suggests that radiation-induced injury to the hippocampi could play an important role in this cognitive decline. As a tool for studying the mechanisms of hippocampal-dependent cognitive decline, we developed a mouse model replicating the results of the recent clinical RTOG 0933 study of hippocampal sparing whole-brain irradiation. We irradiated 16-week-old female C57BL/6J mice to a single dose of 10 Gy using either whole-brain irradiation (WBRT) or hippocampal sparing irradiation (HSI). These animals, as well as sham-irradiated controls, were subjected to behavioral/cognitive assessments distinguishing between hippocampal-dependent and hippocampal-independent functions. Irradiation was well tolerated by all animals and only limited cell death of proliferating cells was found within the generative zones. Animals exposed to WBRT showed significant deficits compared to sham-irradiated controls in the hippocampal-dependent behavioral task. In contrast, HSI mice did not perform significantly different from sham-irradiated mice (control group) and performed significantly better when compared to WBRT mice. This is consistent with the results from the RTOG 0933 clinical trial, and as such this animal model could prove a helpful tool for exploring new strategies for mitigating cognitive decline in cancer patients receiving cranial irradiation.
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Affiliation(s)
- Wolfgang A Tomé
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Şölen Gökhan
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - N Patrik Brodin
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Maria E Gulinello
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - John Heard
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Mark F Mehler
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Chandan Guha
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA
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Reversal of age-associated cognitive deficits is accompanied by increased plasticity-related gene expression after chronic antidepressant administration in middle-aged mice. Pharmacol Biochem Behav 2015; 135:70-82. [DOI: 10.1016/j.pbb.2015.05.013] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Revised: 04/07/2015] [Accepted: 05/22/2015] [Indexed: 12/22/2022]
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Mazza V, Caramazza A. Multiple object individuation and subitizing in enumeration: a view from electrophysiology. Front Hum Neurosci 2015; 9:162. [PMID: 25883563 PMCID: PMC4382968 DOI: 10.3389/fnhum.2015.00162] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 03/09/2015] [Indexed: 11/26/2022] Open
Abstract
What are the processes involved in determining that there are exactly n objects in the visual field? The core level of representation for this process is based on a mechanism that iteratively individuates each of the set of relevant objects for exact enumeration. In support of this proposal, we review recent electrophysiological findings on enumeration-at-a-glance and consider three temporally distinct responses of the EEG signal that are modulated by object numerosity, and which have been associated respectively with perceptual modulation, attention selection, and working memory. We argue that the neural response associated with attention selection shows the hallmarks of an object individuation mechanism, including the property of simultaneous individuation of a limited number of objects thought to underlie the behavioral subitizing effect. The findings support the view that the core component of exact enumeration is an attention-based individuation mechanism that binds specific features to locations and provides a stable representation of a limited set of relevant objects. The resulting representation is made available for further cognitive operations for exact enumeration.
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Affiliation(s)
- Veronica Mazza
- Center for Mind/Brain Sciences (CIMeC), University of Trento Rovereto, Italy ; IRCSS San Giovanni di Dio Fatebenefratelli Brescia, Italy
| | - Alfonso Caramazza
- Center for Mind/Brain Sciences (CIMeC), University of Trento Rovereto, Italy ; Department of Psychology, Harvard University Cambridge, MA, USA
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