DYNAMIC LINK OF MEMORY - CHAOTIC MEMORY MAP IN NONEQUILIBRIUM NEURAL NETWORKS

被引:224
作者
TSUDA, I
机构
关键词
NEURAL NETWORKS; MEMORY; DYNAMIC LINK; LEARNING; CHAOS; CEREBRAL CORTEX;
D O I
10.1016/S0893-6080(05)80029-2
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 model for a dynamic link of memory in terms of a self-organized chaotic transition in nonequilibrium neural networks. The chaotic transition blocks pinning on parasitic(false) memory and allows a successive retrieval of true memory. We introduced a new neurodynamics, which allows neural networks to be temporarily unstable, keeping stability due to convergent dynamics. The results obtained in this paper suggest that the cortical chaos may serve for dynamically linking true memory as well as a memory search.
引用
收藏
页码:313 / 326
页数:14
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