Experimental Observations of 2- and 3-Neuron Chaotic Neural Networks Using Switched-Capacitor Chaotic Neuron IC Chip
Summary :
Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit 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.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E78-A No.4 pp.529-535
- Publication Date
- 1995/04/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- PAPER
- Category
- Neural Networks
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Yoshihiko HORIO, Ken SUYAMA, "Experimental Observations of 2- and 3-Neuron Chaotic Neural Networks Using Switched-Capacitor Chaotic Neuron IC Chip" in IEICE TRANSACTIONS on Fundamentals,
vol. E78-A, no. 4, pp. 529-535, April 1995, doi: .
Abstract: Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit 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.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e78-a_4_529/_p
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@ARTICLE{e78-a_4_529,
author={Yoshihiko HORIO, Ken SUYAMA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Experimental Observations of 2- and 3-Neuron Chaotic Neural Networks Using Switched-Capacitor Chaotic Neuron IC Chip},
year={1995},
volume={E78-A},
number={4},
pages={529-535},
abstract={Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit 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.},
keywords={},
doi={},
ISSN={},
month={April},}
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TY - JOUR
TI - Experimental Observations of 2- and 3-Neuron Chaotic Neural Networks Using Switched-Capacitor Chaotic Neuron IC Chip
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 529
EP - 535
AU - Yoshihiko HORIO
AU - Ken SUYAMA
PY - 1995
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E78-A
IS - 4
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - April 1995
AB - Switched-capacitor chaotic neurons fabricated in a full-custom integrated circuit 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.
ER -
English
