| Presentation | 2011-07-26 A Pulsed Neuron Model for Hardware Implementation without Multiplier Yusuke HOSOI, Kazunori MATUO, Norihiro KUROKAWA, Hiroyasu YAMAMOTO, Minoru MOTOKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The neural network has a problem about response time. Therefore it is necessary to become hardware. Iwata, et al proposed a pulsed neuron model for hardware and succeeded in decreasing circuit scale without using multiplier in execution process. However, a multiplier is used in learning process and some circuit scale was required. We propose a learning rule of the pulsed neuronal model without multiplier in learning process for hardware. And we report that performance of the proposed method by computer simulation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / Hardware Implementation / Pulsed Neuron / Learning Rule / Pattern Recognition |
| Paper # | NC2011-36 |
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| Committee | NC |
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| Conference Date | 2011/7/18(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 Pulsed Neuron Model for Hardware Implementation without Multiplier |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | Hardware Implementation |
| Keyword(3) | Pulsed Neuron |
| Keyword(4) | Learning Rule |
| Keyword(5) | Pattern Recognition |
| 1st Author's Name | Yusuke HOSOI |
| 1st Author's Affiliation | Kumamo to National College of Technology() |
| 2nd Author's Name | Kazunori MATUO |
| 2nd Author's Affiliation | Kumamo to National College of Technology |
| 3rd Author's Name | Norihiro KUROKAWA |
| 3rd Author's Affiliation | TECHNO DESIGN |
| 4th Author's Name | Hiroyasu YAMAMOTO |
| 4th Author's Affiliation | TECHNO DESIGN |
| 5th Author's Name | Minoru MOTOKI |
| 5th Author's Affiliation | Kumamo to National College of Technology |
| Date | 2011-07-26 |
| Paper # | NC2011-36 |
| Volume (vol) | vol.111 |
| Number (no) | 157 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |