A cortical mechanism for binding in visual working memory

被引:148
作者
Raffone, A
Wolters, G
机构
[1] Leiden Univ, Dept Psychol, NL-2300 RB Leiden, Netherlands
[2] Univ Roma La Sapienza, Rome, Italy
关键词
D O I
10.1162/08989290152541430
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Luck and Vogel (1997) showed that the storage capacity Of Visual working memory is about four objects and that this capacity (toes not depend On the number of features making up the objects, Thus, visual working memory seems to process integrated objects rather than individual features, just as verbal working memory handles higher-order "chunks" instead Of individual feature,, or letters, In this article, we present a model based on synchronization and desynchronization of reverberatory neural assemblies, which can parsimoniously account for both the limited capacity of visual working memory, and for the temporary binding of multiple assemblies into a single pattern. A critical capacity Of about three to four independent patterns showed up in our simulations, consistent with the results of Luck and Vogel. The same desynchronizing mechanism optimizing phase segregation between assemblies coding for separate features or multifeature objects poses a limit to the number of oscillatory reverberations. We show how retention of multiple features as visual chunks (feature conjunctions or objects) in terms of synchronized reverheratory assemblies may be achieved,xith and without long-term memory guidance.
引用
收藏
页码:766 / 785
页数:20
相关论文
共 75 条
[21]   ALTERNATING OSCILLATORY AND STOCHASTIC STATES IN A NETWORK OF SPIKING NEURONS [J].
DEPPISCH, J ;
BAUER, HU ;
SCHILLEN, T ;
KONIG, P ;
PAWELZIK, K ;
GEISEL, T .
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1993, 4 (03) :243-257
[22]   Feature Linking via Synchronization among Distributed Assemblies: Simulations of Results from Cat Visual Cortex [J].
Eckhorn, R. ;
Reitboeck, H. J. ;
Arndt, M. ;
Dicke, P. .
NEURAL COMPUTATION, 1990, 2 (03) :293-307
[23]   COHERENT OSCILLATIONS - A MECHANISM OF FEATURE LINKING IN THE VISUAL-CORTEX - MULTIPLE ELECTRODE AND CORRELATION ANALYSES IN THE CAT [J].
ECKHORN, R ;
BAUER, R ;
JORDAN, W ;
BROSCH, M ;
KRUSE, W ;
MUNK, M ;
REITBOECK, HJ .
BIOLOGICAL CYBERNETICS, 1988, 60 (02) :121-130
[24]   TEMPORAL CODING IN THE VISUAL-CORTEX - NEW VISTAS ON INTEGRATION IN THE NERVOUS-SYSTEM [J].
ENGEL, AK ;
KONIG, P ;
KREITER, AK ;
SCHILLEN, TB ;
SINGER, W .
TRENDS IN NEUROSCIENCES, 1992, 15 (06) :218-226
[25]   LONG-TERM WORKING-MEMORY [J].
ERICSSON, KA ;
KINTSCH, W .
PSYCHOLOGICAL REVIEW, 1995, 102 (02) :211-245
[26]  
GOLDMANRAKIC PS, 1990, BRAIN ORG MEMORY CEL, P285
[27]   OSCILLATORY RESPONSES IN CAT VISUAL-CORTEX EXHIBIT INTER-COLUMNAR SYNCHRONIZATION WHICH REFLECTS GLOBAL STIMULUS PROPERTIES [J].
GRAY, CM ;
KONIG, P ;
ENGEL, AK ;
SINGER, W .
NATURE, 1989, 338 (6213) :334-337
[28]  
Hebb D, 1949, ORG BEHAV
[29]   BIDIRECTIONAL SYNAPTIC PLASTICITY INDUCED BY A SINGLE BURST DURING CHOLINERGIC THETA-OSCILLATION IN CA1 IN-VITRO [J].
HUERTA, PT ;
LISMAN, JE .
NEURON, 1995, 15 (05) :1053-1063
[30]   DYNAMIC BINDING IN A NEURAL NETWORK FOR SHAPE-RECOGNITION [J].
HUMMEL, JE ;
BIEDERMAN, I .
PSYCHOLOGICAL REVIEW, 1992, 99 (03) :480-517