| Presentation | 1997/10/7 Neural Network Simulator for Spatiotemporal Pattern Analysis Akihiro NAKAGAWA, Atsushi KAMO, Hiroshi NINOMIYA, Hideki ASAI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This report describes a neural network simulator for spatiotemporal pattern analysis. We regard the multi-valued transfer function of neuron as a stepwise constant one. Use of stepwise constant method enables to analyse the state transition of the network without solving explicitly the differential equations. Furthermore, this method also enables to select the optimal timestep in numerical integration. We have constructed a neural network simulator for the spatiotemporal pattern analysis and compared with the conventional simulator. Finally, it is shown that our simulator is much faster and more practical than the conventional simulators. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | stepwise constant method / multi-valued neural net / networks with cyclic connections / spatiotemporal pattern analysis |
| Paper # | NLP97-99-112 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1997/10/7(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 | 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) | Neural Network Simulator for Spatiotemporal Pattern Analysis |
| Sub Title (in English) | |
| Keyword(1) | stepwise constant method |
| Keyword(2) | multi-valued neural net |
| Keyword(3) | networks with cyclic connections |
| Keyword(4) | spatiotemporal pattern analysis |
| 1st Author's Name | Akihiro NAKAGAWA |
| 1st Author's Affiliation | Department of Systems Engineering, Faculty of Engineering, Shizuoka University() |
| 2nd Author's Name | Atsushi KAMO |
| 2nd Author's Affiliation | Department of Systems Engineering, Faculty of Engineering, Shizuoka University |
| 3rd Author's Name | Hiroshi NINOMIYA |
| 3rd Author's Affiliation | Department of Systems Engineering, Faculty of Engineering, Shizuoka University |
| 4th Author's Name | Hideki ASAI |
| 4th Author's Affiliation | Department of Systems Engineering, Faculty of Engineering, Shizuoka University |
| Date | 1997/10/7 |
| Paper # | NLP97-99-112 |
| Volume (vol) | vol.97 |
| Number (no) | 301 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |