Literature DB >> 14766145

Universality in visual cortical pattern formation.

F Wolf1, T Geisel.   

Abstract

During ontogenetic development, the visual cortical circuitry is remodeled by activity-dependent mechanisms of synaptic plasticity. From a dynamical systems perspective this is a process of dynamic pattern formation. The emerging cortical network supports functional activity patterns that are used to guide the further improvement of the network's structure. In this picture, spontaneous symmetry breaking in the developmental dynamics of the cortical network underlies the emergence of cortical selectivities such as orientation preference. Here universal properties of this process depending only on basic biological symmetries of the cortical network are analyzed. In particular, we discuss the description of the development of orientation preference columns in terms of a dynamics of abstract order parameter fields, connect this description to the theory of Gaussian random fields, and show how the theory of Gaussian random fields can be used to obtain quantitative information on the generation and motion of pinwheels, in the two dimensional pattern of visual cortical orientation columns.

Mesh:

Year:  2003        PMID: 14766145     DOI: 10.1016/j.jphysparis.2003.09.018

Source DB:  PubMed          Journal:  J Physiol Paris        ISSN: 0928-4257


  9 in total

1.  Online learning and stimulus-driven responses of neurons in visual cortex.

Authors:  Huajin Tang; Haizhou Li; Zhang Yi
Journal:  Cogn Neurodyn       Date:  2010-12-01       Impact factor: 5.082

2.  Coverage, continuity, and visual cortical architecture.

Authors:  Wolfgang Keil; Fred Wolf
Journal:  Neural Syst Circuits       Date:  2011-12-29

3.  Generalized neural field theory of cortical plasticity illustrated by an application to the linear phase of ocular dominance column formation in primary visual cortex.

Authors:  M M Aghili Yajadda; P A Robinson; J A Henderson
Journal:  Biol Cybern       Date:  2021-11-13       Impact factor: 2.086

Review 4.  Early transformations in odor representation.

Authors:  Thomas A Cleland
Journal:  Trends Neurosci       Date:  2010-01-08       Impact factor: 13.837

5.  Orientation Maps in V1 and Non-Euclidean Geometry.

Authors:  Alexandre Afgoustidis
Journal:  J Math Neurosci       Date:  2015-06-17       Impact factor: 1.300

6.  Monochromaticity of orientation maps in v1 implies minimum variance for hypercolumn size.

Authors:  Alexandre Afgoustidis
Journal:  J Math Neurosci       Date:  2015-04-08       Impact factor: 1.300

7.  Director field model of the primary visual cortex for contour detection.

Authors:  Vijay Singh; Martin Tchernookov; Rebecca Butterfield; Ilya Nemenman
Journal:  PLoS One       Date:  2014-10-17       Impact factor: 3.240

8.  Can retinal ganglion cell dipoles seed iso-orientation domains in the visual cortex?

Authors:  Manuel Schottdorf; Stephen J Eglen; Fred Wolf; Wolfgang Keil
Journal:  PLoS One       Date:  2014-01-24       Impact factor: 3.240

9.  Random Wiring, Ganglion Cell Mosaics, and the Functional Architecture of the Visual Cortex.

Authors:  Manuel Schottdorf; Wolfgang Keil; David Coppola; Leonard E White; Fred Wolf
Journal:  PLoS Comput Biol       Date:  2015-11-17       Impact factor: 4.475

  9 in total

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