INFORMATION-PROCESSING USING DYNAMICAL CHAOS - NEURAL NETWORKS IMPLEMENTATION

Authors
ANDREYEV YV BELSKY YL DMITRIEV AS KUMINOV DA
Citation
Yv. Andreyev et al., INFORMATION-PROCESSING USING DYNAMICAL CHAOS - NEURAL NETWORKS IMPLEMENTATION, IEEE transactions on neural networks, 7(2), 1996, pp. 290-299
Citations number
22
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
IEEE transactions on neural networks → ACNP
ISSN journal
10459227
Volume
7
Issue
2
Year of publication
1996
Pages
290 - 299
Database
ISI
SICI code
1045-9227(1996)7:2<290:IUDC-N>2.0.ZU;2-Y
Abstract
In this work, we study information processing applications of complex dynamics and chaos in neural networks. We discuss mathematical models based on piecewise-linear maps which enable us to realize the basic fu nctions of information processing using complex dynamics and chaos. Re alizations of these models using recurrent neural-like systems are pre sented.