| 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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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Extended duffing equation / Chaotic neuron circuit |
| Paper # | NC2010-12,NLP2010-12 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2010/6/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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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 | |