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作为次黎曼接触结构的风车状神经元几何结构

The neurogeometry of pinwheels as a sub-Riemannian contact structure.

作者信息

Petitot Jean

机构信息

CREA, Ecole Polytechnique, 1 Rue Descartes, 75005 Paris, France.

出版信息

J Physiol Paris. 2003 Mar-May;97(2-3):265-309. doi: 10.1016/j.jphysparis.2003.10.010.

DOI:10.1016/j.jphysparis.2003.10.010
PMID:14766146
Abstract

We present a geometrical model of the functional architecture of the primary visual cortex (V1) and, more precisely, of its pinwheel structure. The problem is to understand from within how the internal "imminent" geometry of the visual cortex can produce the "transcendent" geometry of the external space. We use first the concept of blowing up to model V1 as a discrete approximation of a continuous fibration pi: R x P --> P with base space the space of the retina R and fiber the projective line P of the orientations of the plane. The core of the paper consists first in showing that the horizontal cortico-cortical connections of V1 implement what the geometers call the contact structure of the fibration pi, and secondly in introducing an integrability condition and the integral curves associated with it. The paper develops then three applications: (i) to Field's, Hayes', and Hess' psychophysical concept of association field, (ii) to a variational model of curved modal illusory contours (in the spirit of previous models due to Ullman, Horn, and Mumford), (iii) to Ermentrout's, Cowan's, Bressloff's, Golubitsky's models of visual hallucinations.

摘要

我们提出了一种初级视觉皮层(V1)功能结构的几何模型,更确切地说是其风车结构的几何模型。问题在于从内部理解视觉皮层的内部“固有”几何结构如何产生外部空间的“超越”几何结构。我们首先使用爆破的概念将V1建模为连续纤维化π:R×P→P的离散近似,其中基空间是视网膜R的空间,纤维是平面方向的射影线P。本文的核心首先在于表明V1的水平皮质 - 皮质连接实现了几何学家所称的纤维化π的接触结构,其次在于引入一个可积条件及其相关的积分曲线。然后本文发展了三个应用:(i)应用于菲尔德、海斯和赫斯的关联场心理物理学概念,(ii)应用于弯曲模态错觉轮廓的变分模型(秉承乌尔曼、霍恩和芒福德之前模型的精神),(iii)应用于厄门特劳特、考恩、布雷斯洛夫、戈卢比茨基的视觉幻觉模型。

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