A Dynamic Neural Field Model of Visual Working Memory and Change Detection
Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to...
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| Published in | Psychological science Vol. 20; no. 5; pp. 568 - 577 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Los Angeles, CA
Wiley Periodicals
01.05.2009
SAGE Publications SAGE PUBLICATIONS, INC |
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| Online Access | Get full text |
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| Abstract | Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms. |
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| AbstractList | Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms. Reprinted by permission of Sage Publications Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms. Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms. [PUBLICATION ABSTRACT] Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms.Efficient visually guided behavior depends on the ability to form, retain, and compare visual representations for objects that may be separated in space and time. This ability relies on a short-term form of memory known as visual working memory. Although a considerable body of research has begun to shed light on the neurocognitive systems subserving this form of memory, few theories have addressed these processes in an integrated, neurally plausible framework. We describe a layered neural architecture that implements encoding and maintenance, and links these processes to a plausible comparison process. In addition, the model makes the novel prediction that change detection will be enhanced when metrically similar features are remembered. Results from experiments probing memory for color and for orientation were consistent with this novel prediction. These findings place strong constraints on models addressing the nature of visual working memory and its underlying mechanisms. |
| Author | Luck, Steven J. Spencer, John P. Schöner, Gregor Johnson, Jeffrey S. |
| AuthorAffiliation | 3 The Iowa Center for Developmental and Learning Sciences, University of Iowa 2 Department of Psychology, University of Iowa 1 Department of Psychology, University of Wisconsin–Madison 6 Institut für Neuroinformatik, Ruhr-University 4 Center for Mind and Brain, University of California, Davis 5 Department of Psychology, University of California, Davis |
| AuthorAffiliation_xml | – name: 1 Department of Psychology, University of Wisconsin–Madison – name: 6 Institut für Neuroinformatik, Ruhr-University – name: 4 Center for Mind and Brain, University of California, Davis – name: 2 Department of Psychology, University of Iowa – name: 3 The Iowa Center for Developmental and Learning Sciences, University of Iowa – name: 5 Department of Psychology, University of California, Davis |
| Author_xml | – sequence: 1 givenname: Jeffrey S. surname: Johnson fullname: Johnson, Jeffrey S. – sequence: 2 givenname: John P. surname: Spencer fullname: Spencer, John P. – sequence: 3 givenname: Steven J. surname: Luck fullname: Luck, Steven J. – sequence: 4 givenname: Gregor surname: Schöner fullname: Schöner, Gregor |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/19368698$$D View this record in MEDLINE/PubMed |
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| SubjectTerms | Architectural models Architecture Attention - physiology Change detection Cognition & reasoning Color Perception - physiology Discrimination, Psychological - physiology Distance Perception - physiology Encoding Experimentation Eyes & eyesight Female Humans Interneurons - physiology Male Memory Memory, Short-Term - physiology Modeling Neural Inhibition - physiology Neural Networks, Computer Neurons Neurons - physiology Neuropsychology Orientation - physiology Pattern Recognition, Visual - physiology Sensory perception Sensory Thresholds - physiology Short term memory Simulations Synaptic Transmission - physiology Visual Cortex - physiology Visual Fields - physiology Visual perception Visual Perception - physiology Visual task performance Working memory |
| Title | A Dynamic Neural Field Model of Visual Working Memory and Change Detection |
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