Dynamics of cortical map development in the elastic net model

被引：2
作者：
Cimponeriu, A
Goodhill, GJ
机构：
[1] Georgetown Univ, Med Ctr, Georgetown Inst Cognit & Computat Sci, Washington, DC 20007 USA
[2] Polytech Univ Timisoara, Dept Elect & Telecommun, Timisoara 1900, Romania
[3] CUNY Mt Sinai Sch Med, Dept Ophthalmol, New York, NY 10029 USA
来源：
NEUROCOMPUTING | 2000年 / 32卷
基金：
美国国家科学基金会;
关键词：
visual cortex; ocular dominance columns; orientation columns; feature space;
D O I：
10.1016/S0925-2312(00)00147-8
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We examine the dynamics of development of cortical maps of spatial position, ocular dominance and orientation preference in the elastic net model, Analysis and simulation results are presented for the order in which each of these maps first emerges as a function of the parameters of the feature space. (C) 2000 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码：83 / 90
页数：8
相关论文
共 25 条
[1]   ORGANIZATION OF OCULAR DOMINANCE AND ORIENTATION COLUMNS IN THE STRIATE CORTEX OF NEONATAL MACAQUE MONKEYS [J].
BLASDEL, G ;
OBERMAYER, K ;
KIORPES, L .
VISUAL NEUROSCIENCE, 1995, 12 (03) :589-603
[2]  
Chapman B, 1996, J NEUROSCI, V16, P6443
[3]   The role of visual experience in the development of columns in cat visual cortex [J].
Crair, MC ;
Gillespie, DC ;
Stryker, MP .
SCIENCE, 1998, 279 (5350) :566-570
[4]   ARBITRARY ELASTIC TOPOLOGIES AND OCULAR DOMINANCE [J].
DAYAN, P .
NEURAL COMPUTATION, 1993, 5 (03) :392-401
[5]   AN ANALOG APPROACH TO THE TRAVELING SALESMAN PROBLEM USING AN ELASTIC NET METHOD [J].
DURBIN, R ;
WILLSHAW, D .
NATURE, 1987, 326 (6114) :689-691
[6]   A DIMENSION REDUCTION FRAMEWORK FOR UNDERSTANDING CORTICAL MAPS [J].
DURBIN, R ;
MITCHISON, G .
NATURE, 1990, 343 (6259) :644-647
[7]   An Analysis of the Elastic Net Approach to the Traveling Salesman Problem [J].
Durbin, Richard ;
Szeliski, Richard ;
Yuille, Alan .
NEURAL COMPUTATION, 1989, 1 (03) :348-358
[8]   MODELS OF ORIENTATION AND OCULAR DOMINANCE COLUMNS IN THE VISUAL-CORTEX - A CRITICAL COMPARISON [J].
ERWIN, E ;
OBERMAYER, K ;
SCHULTEN, K .
NEURAL COMPUTATION, 1995, 7 (03) :425-468
[9]   Application of the elastic net algorithm to the formation of ocular dominance stripes [J].
Goodhill, G. J. ;
Willshaw, D. J. .
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1990, 1 (01) :41-59
[10]   ELASTIC NET MODEL OF OCULAR DOMINANCE - OVERALL STRIPE PATTERN AND MONOCULAR DEPRIVATION [J].
GOODHILL, GJ ;
WILLSHAW, DJ .
NEURAL COMPUTATION, 1994, 6 (04) :615-621
123