Literature DB >> 8186303

A model of cortical memory processing based on columnar organization.

T Fukai1.   

Abstract

Recent neurophysiological experiments using mammalian brains indicated that some cortical neurons exhibit oscillatory activities which can be of functional importance in visual perception. These findings suggest that the oscillation is an ubiquitous feature of cortical information processing carried out by columns which are receiving growing attention as functional subdivisions of cortical circuitry. On the assumption that a basic functional unit is a column comprising excitatory and inhibitory neurons, a network model of cortical memory processing which can account for these oscillations is proposed. Numerical simulations revealed that for appropriately determined parameters the network can attain memory-pattern retrieval resulting from fixed-point behaviour despite the fact that columns have the characteristic of oscillators.

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Year:  1994        PMID: 8186303     DOI: 10.1007/bf00203235

Source DB:  PubMed          Journal:  Biol Cybern        ISSN: 0340-1200            Impact factor:   2.086


  19 in total

1.  Oscillatory discharge in the visual system: does it have a functional role?

Authors:  G M Ghose; R D Freeman
Journal:  J Neurophysiol       Date:  1992-11       Impact factor: 2.714

2.  Global processing of visual stimuli in a neural network of coupled oscillators.

Authors:  H Sompolinsky; D Golomb; D Kleinfeld
Journal:  Proc Natl Acad Sci U S A       Date:  1990-09       Impact factor: 11.205

3.  A model for neuronal oscillations in the visual cortex. 1. Mean-field theory and derivation of the phase equations.

Authors:  H G Schuster; P Wagner
Journal:  Biol Cybern       Date:  1990       Impact factor: 2.086

4.  Modeling the olfactory bulb and its neural oscillatory processings.

Authors:  Z Li; J J Hopfield
Journal:  Biol Cybern       Date:  1989       Impact factor: 2.086

5.  Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties.

Authors:  C M Gray; P König; A K Engel; W Singer
Journal:  Nature       Date:  1989-03-23       Impact factor: 49.962

6.  A cognitive and associative memory.

Authors:  S Shinomoto
Journal:  Biol Cybern       Date:  1987       Impact factor: 2.086

7.  Excitatory and inhibitory interactions in localized populations of model neurons.

Authors:  H R Wilson; J D Cowan
Journal:  Biophys J       Date:  1972-01       Impact factor: 4.033

8.  Coherent oscillations: a mechanism of feature linking in the visual cortex? Multiple electrode and correlation analyses in the cat.

Authors:  R Eckhorn; R Bauer; W Jordan; M Brosch; W Kruse; M Munk; H J Reitboeck
Journal:  Biol Cybern       Date:  1988       Impact factor: 2.086

9.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205

10.  Neurons with graded response have collective computational properties like those of two-state neurons.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1984-05       Impact factor: 11.205

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  1 in total

1.  Synchronization of neural activity is a promising mechanism of memory information processing in networks of columns.

Authors:  T Fukai
Journal:  Biol Cybern       Date:  1994       Impact factor: 2.086

  1 in total

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