A Neural Chaos Model of Multistable Perception

Details A Neural Chaos Model of Multistable Perception A Neural Chaos Model of Multistable Perception

2000-02-24

arxiv.org/abs/nlin/0002046v2

Nonlinear Sciences

Chaotic Dynamics

10 pages, 9 figures, to be published in Neural Processing Letters

Scientific paper

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.

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