Experimental observations of 2- and 3-neuron chaotic neural networks using switched-capacitor chaotic neuron IC chip

Yoshihiko Horio; Ken Suyama

Experimental observations of 2- and 3-neuron chaotic neural networks using switched-capacitor chaotic neuron IC chip

Research output: Contribution to journal › Article › peer-review

Abstract

Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit chip are used to investigate the behavior of 2- and 3-neuron chaotic neural networks. Various sets of parameters are used to visualize the dynamical responses of the networks. Hysteresis of the network 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.

Original language	English
Pages (from-to)	529-535
Number of pages	7
Journal	IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Volume	E78-A
Issue number	4
Publication status	Published - 1995 Apr
Externally published	Yes

ASJC Scopus subject areas

Electrical and Electronic Engineering
Hardware and Architecture
Information Systems

Fingerprint Dive into the research topics of 'Experimental observations of 2- and 3-neuron chaotic neural networks using switched-capacitor chaotic neuron IC chip'. Together they form a unique fingerprint.

Cite this

@article{c42ecbb791274e8c9d5128ffa3bab414,

title = "Experimental observations of 2- and 3-neuron chaotic neural networks using switched-capacitor chaotic neuron IC chip",

abstract = "Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit chip are used to investigate the behavior of 2- and 3-neuron chaotic neural networks. Various sets of parameters are used to visualize the dynamical responses of the networks. Hysteresis of the network 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.",

author = "Yoshihiko Horio and Ken Suyama",

year = "1995",

month = apr,

language = "English",

volume = "E78-A",

pages = "529--535",

journal = "IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences",

issn = "0916-8508",

publisher = "Maruzen Co., Ltd/Maruzen Kabushikikaisha",

number = "4",

}

TY - JOUR

T1 - Experimental observations of 2- and 3-neuron chaotic neural networks using switched-capacitor chaotic neuron IC chip

AU - Horio, Yoshihiko

AU - Suyama, Ken

PY - 1995/4

Y1 - 1995/4

N2 - Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit chip are used to investigate the behavior of 2- and 3-neuron chaotic neural networks. Various sets of parameters are used to visualize the dynamical responses of the networks. Hysteresis of the network 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.

AB - Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit chip are used to investigate the behavior of 2- and 3-neuron chaotic neural networks. Various sets of parameters are used to visualize the dynamical responses of the networks. Hysteresis of the network 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.

UR - http://www.scopus.com/inward/record.url?scp=0029290731&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0029290731&partnerID=8YFLogxK

M3 - Article

AN - SCOPUS:0029290731

VL - E78-A

SP - 529

EP - 535

JO - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

JF - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

SN - 0916-8508

IS - 4

ER -