Information processing using dynamical chaos: Neural networks implementation

被引：21

作者：

Andreyev, YV

Belsky, YL

Dmitriev, AS

Kuminov, DA

机构：

[1] Institute of Radio Engineering and Electronics, Russian Academy of Sciences

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS | 1996年 / 7卷 / 02期

关键词：

D O I：

10.1109/72.485632

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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 functions of information processing using complex dynamics and chaos. Realizations of these models using recurrent neural-like systems are presented.

引用

页码：290 / 299

页数：10

共 22 条

[1]

Andreyev Yu. V., 1992, International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, V2, P483, DOI 10.1142/S0218127492000665

[2]

Andreyev Yu. V., 1992, P INT SEM NONL CIRC, V1, P51

[3]

ANDREYEV YV, 1993, 2 RUSS AC SCI MOSC I, P584

[4] EVIDENCE OF CHAOTIC DYNAMICS OF BRAIN ACTIVITY DURING THE SLEEP CYCLE [J].