Presentation 2010/6/11
A SC Circuit for a Chaotic Neuron Model based on the Extended Duffing Equation
Masaki ARAI, Yoshihiko HORIO, Etsumasa HIURA, Toshijiro TANAKA,
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Abstract(in English) A neuron model based on the extended Duffing equation was proposed. The external force, which was added to the Duffing equation, controls the neuron activities. Moreover, a neural network with this neuron model has been shown to be efficient for traveling salesman problems. In this paper, we propose a method to realize the neuron model with discrete-time integrators which are preferable in analog integrated circuits. Furthermore, we build an electric circuit for the neuron model with switched-capacitor integrators. Chaotic attractors and a bifurcation diagram are experimentally observed in order to show the feasibility of the proposed technique.
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Keyword(in English) Extended duffing equation / Chaotic neuron circuit
Paper # NC2010-12,NLP2010-12
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Committee NC
Conference Date 2010/6/11(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A SC Circuit for a Chaotic Neuron Model based on the Extended Duffing Equation
Sub Title (in English)
Keyword(1) Extended duffing equation
Keyword(2) Chaotic neuron circuit
1st Author's Name Masaki ARAI
1st Author's Affiliation Graduate School of Engineering, Tokyo Denki University()
2nd Author's Name Yoshihiko HORIO
2nd Author's Affiliation Graduate School of Engineering, Tokyo Denki University
3rd Author's Name Etsumasa HIURA
3rd Author's Affiliation Chugoku Polytechnic College, Industrial Information System
4th Author's Name Toshijiro TANAKA
4th Author's Affiliation Health Enviroments Innovation
Date 2010/6/11
Paper # NC2010-12,NLP2010-12
Volume (vol) vol.110
Number (no) 83
Page pp.pp.-
#Pages 6
Date of Issue