A neural chaos model of multistable perception

被引：27
|
作者：
Nagao, N
Nishimura, H
Matsui, N
机构：
[1] Hyogo Univ Educ, Yashiro, Hyogo 6731494, Japan
[2] Himeji Inst Technol, Dept Comp Engn, Himeji, Hyogo 6712201, Japan
来源：
NEURAL PROCESSING LETTERS | 2000年 / 12卷 / 03期
关键词：
perceptual alternation; ambiguous figure; chaos; neural network; stimulus-response;
D O I：
10.1023/A:1026511124944
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present a perception model of ambiguous patterns based on the chaotic neural network and investigate the characteristics through computer simulations. The results induced by the chaotic activity are similar to those of psychophysical experiments and it is difficult for the stochastic activity to reproduce them in the same simple framework. Our demonstration suggests functional usefulness of the chaotic activity in perceptual systems even at higher cognitive levels. The perceptual alternation may be an inherent feature built in the chaotic neuron assembly.
引用
收藏
页码：267 / 276
页数：10
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