| Presentation | 2007-11-18 An integrated circuit and characteristics of the Burst ID neural network Koji NAKAJIMA, Shinya SUENAGA, Akari SATO, Nohiro SOTA, Yoshihiro HAYAKAWA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We report the characteristics of a neural network comprising neuron units with bursting, and its integrated circuit that is fabricated and measured successfully. We explain the characteristics of the single unit with a particle motion on a potential with active areas. The equations of the units are closely connected with the Hodgkin-Huxley equations. The network with the neuron units is able to solve combinatorial optimization problems with a high success rate, because the energy function is approximately obtained for the network. The fabricated silicon IC operates and suggests an application for information processing. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | IC / Neural Network / Bursting / Potential / Optimization Problem / Hodgkin-Huxley Eqs |
| Paper # | NC2007-63 |
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| Committee | NC |
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| Conference Date | 2007/11/11(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) | An integrated circuit and characteristics of the Burst ID neural network |
| Sub Title (in English) | |
| Keyword(1) | IC |
| Keyword(2) | Neural Network |
| Keyword(3) | Bursting |
| Keyword(4) | Potential |
| Keyword(5) | Optimization Problem |
| Keyword(6) | Hodgkin-Huxley Eqs |
| 1st Author's Name | Koji NAKAJIMA |
| 1st Author's Affiliation | Research Institute of Electrical Communication Tohoku University() |
| 2nd Author's Name | Shinya SUENAGA |
| 2nd Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
| 3rd Author's Name | Akari SATO |
| 3rd Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
| 4th Author's Name | Nohiro SOTA |
| 4th Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
| 5th Author's Name | Yoshihiro HAYAKAWA |
| 5th Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
| Date | 2007-11-18 |
| Paper # | NC2007-63 |
| Volume (vol) | vol.107 |
| Number (no) | 328 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |