| Presentation | 2018-10-19 A study on an Izhikevich Model Neuron MOS Circuit Yuki Tamura, Satoshi Moriya, Masao Sakuraba, Shigeo Sato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Izhikevich neuron, which can reproduce various spike activities with a small amount of calculation, is indispensable to construct a new hardware for high order and low power information processing like biological neural network. In this research, in order to implement an Izhikevich model neuron circuit composed of CMOS transistors, which has been reported previously, using the state-of-the-art semiconductor manufacturing process, we analyzed the circuit operation by SPICE simulation assuming that supply voltage is 1.0V. Furthermore, we compared the Izhikevich neuron model and the neuron circuit, and clarified the difference of dynamics by vector field analysis. In this paper, we report these results and discuss about improvement of the circuit. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Izhikevich Model / Analog Neuron Circuit / SPICE Simulation |
| Paper # | NC2018-13 |
| Date of Issue | 2018-10-12 (NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2018/10/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Hirata(Chubu Univ.) / Masaki Kyoso(TCU) |
| Vice Chair | Hayaru Shouno(UEC) / Taishin Nomura(Osaka Univ.) |
| Secretary | Hayaru Shouno(Nagoya Univ.) / Taishin Nomura(NAIST) |
| Assistant | Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) / Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on an Izhikevich Model Neuron MOS Circuit |
| Sub Title (in English) | |
| Keyword(1) | Izhikevich Model |
| Keyword(2) | Analog Neuron Circuit |
| Keyword(3) | SPICE Simulation |
| 1st Author's Name | Yuki Tamura |
| 1st Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 2nd Author's Name | Satoshi Moriya |
| 2nd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 3rd Author's Name | Masao Sakuraba |
| 3rd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 4th Author's Name | Shigeo Sato |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2018-10-19 |
| Paper # | NC2018-13 |
| Volume (vol) | vol.118 |
| Number (no) | NC-258 |
| Page | pp.pp.1-5(NC), |
| #Pages | 5 |
| Date of Issue | 2018-10-12 (NC) |