| Presentation | 1996/7/24 Mechanism of Self-excitatory Oscillation in Neural Networks Hideki Hayashi, Yoichi Okabe, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Creature has several kinds of self-excitatory oscillation in his Neural Networks(NN). We have analyzed/simulated structure and synapse weight of NN to find the following mechanism : -Constant frequency oscillation by simple loop NN -Variable frequency oscillation by multi-loop NN Characteristic equation and sensitivity of eigen value are induced in a general mathematical expression, showing multi-oscillation in 4-neuron systems. We also show the outline of new learning algorithm ("Co-oscillation Model") based on "moderationism with moderate frequency". |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / oscillation / characteristic equation / moderationism / self-organization / co-oscillation model |
| Paper # | NC96-22 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1996/7/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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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) | Mechanism of Self-excitatory Oscillation in Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | oscillation |
| Keyword(3) | characteristic equation |
| Keyword(4) | moderationism |
| Keyword(5) | self-organization |
| Keyword(6) | co-oscillation model |
| 1st Author's Name | Hideki Hayashi |
| 1st Author's Affiliation | Toshiba Corp.,:Research Center for Advanced Science and Technology() |
| 2nd Author's Name | Yoichi Okabe |
| 2nd Author's Affiliation | Research Center for Advanced Science and Technology |
| Date | 1996/7/24 |
| Paper # | NC96-22 |
| Volume (vol) | vol.96 |
| Number (no) | 178 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |