Associative memory using synchronization in a chaotic neural network

Authors
Tan, Z Ali, MK
Citation
Z. Tan et Mk. Ali, Associative memory using synchronization in a chaotic neural network, INT J MOD C, 12(1), 2001, pp. 19-29
Citations number
24
Categorie Soggetti
Physics
Journal title
INTERNATIONAL JOURNAL OF MODERN PHYSICS C
ISSN journal
01291831 → ACNP
Volume
12
Issue
1
Year of publication
2001
Pages
19 - 29
Database
ISI
SICI code
0129-1831(200101)12:1<19:AMUSIA>2.0.ZU;2-7
Abstract
Synchronization is introduced into a chaotic neural network model to discus s its associative memory. The relative time of synchronization of trajector ies is used as a measure of pattern recognition by chaotic neural networks. The retrievability of memory is shown to be connected to synapses, initial conditions and storage capacity. The technique is simple and easy to apply to neural systems.