| Presentation | 2010-10-28 Fundamental analysis of a rotate-and-fire digital spiking neuron toward development of its learning algorithm Tetsuya HISHIKI, Hiroyuki TORIKAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A rotate-and-fire digital spiking neuron is a wired system of shift registers that is suitable for electronic circuit implementation and on-chip learning. An iterative map which can analytically describe the neuron dynamics is derived. Using the map, it is show that the neuron can exhibit neuron-like bifurcation phenomena and neuron-like responses. In addition, an approach toward development of the neurons' on-chip learning algorithm is presented. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spiking neuron model / FPGA / Cellular automaton (CA) / Bifurcation / Learning |
| Paper # | NLP2010-88 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2010/10/21(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fundamental analysis of a rotate-and-fire digital spiking neuron toward development of its learning algorithm |
| Sub Title (in English) | |
| Keyword(1) | Spiking neuron model |
| Keyword(2) | FPGA |
| Keyword(3) | Cellular automaton (CA) |
| Keyword(4) | Bifurcation |
| Keyword(5) | Learning |
| 1st Author's Name | Tetsuya HISHIKI |
| 1st Author's Affiliation | Graduate School of Engineering Science, Osaka University() |
| 2nd Author's Name | Hiroyuki TORIKAI |
| 2nd Author's Affiliation | Graduate School of Engineering Science, Osaka University |
| Date | 2010-10-28 |
| Paper # | NLP2010-88 |
| Volume (vol) | vol.110 |
| Number (no) | 255 |
| Page | pp.pp.- |
| #Pages | 6 |
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