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

Authors
Citation
I. Tsuda, DYNAMIC LINK OF MEMORY - CHAOTIC MEMORY MAP IN NONEQUILIBRIUM NEURAL NETWORKS, Neural networks, 5(2), 1992, pp. 313-326
Citations number
70
Journal title
ISSN journal
08936080
Volume
5
Issue
2
Year of publication
1992
Pages
313 - 326
Database
ISI
SICI code
0893-6080(1992)5:2<313:DLOM-C>2.0.ZU;2-G
Abstract
We present a model for a dynamic link of memory in terms of a self-org anized chaotic transition in nonequilibrium neural networks. The chaot ic transition blocks pinning on parasitic(false) memory and allows a s uccessive retrieval of true memory. We introduced a new neurodynamics, which allows neural networks to be temporarily unstable, keeping stab ility due to convergent dynamics. The results obtained in this paper s uggest that the cortical chaos may serve for dynamically linking true memory as well as a memory search.