EXPERIMENTAL-OBSERVATIONS OF 2-NEURON AND 3-NEURON CHAOTIC NEURAL NETWORKS USING SWITCHED-CAPACITOR CHAOTIC NEURON IC CHIP

Authors
HORIO Y SUYAMA K
Citation
Y. Horio et K. Suyama, EXPERIMENTAL-OBSERVATIONS OF 2-NEURON AND 3-NEURON CHAOTIC NEURAL NETWORKS USING SWITCHED-CAPACITOR CHAOTIC NEURON IC CHIP, IEICE transactions on fundamentals of electronics, communications and computer science, E78A(4), 1995, pp. 529-535
Citations number
NO
Categorie Soggetti
Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture","Computer Science Information Systems
Journal title
IEICE transactions on fundamentals of electronics, communications and computer science → ACNP
ISSN journal
09168508
Volume
E78A
Issue
4
Year of publication
1995
Pages
529 - 535
Database
ISI
SICI code
0916-8508(1995)E78A:4<529:EO2A3C>2.0.ZU;2-#
Abstract
Switched-capacitor chaotic neurons fabricated in a full-custom integra ted circuit chip are used to investigate the behavior of 2- and 3-neur on chaotic neural networks. Various sets of parameters are used to vis ualize the dynamical responses of the networks. Hysteresis of the netw ork is also demonstrated. Lyapunov exponents are approximated from the measured data to characterize the state of each neuron. The effect of the finite length of data and the rounding effect of data acquisition system to the computation of Lyapunov exponents are briefly discussed .