| Presentation | 1996/7/24 Characteristics of Various Auto-regressive neural networks H. Kasahara, M. nakajoh, T. Kamiyama, M. Sekiguchi, T. Furuya, T. Satake, T. Tanaka, T. Higuchi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Neuron models with autoregressive models (ARN) have been proposed. Neural net which consists of ARNs (ARN net) has an ability of spatio temporal pattern processing. We selected four types of ARN. and compared the characteristics of the ARN neural nets. The nets lerned four problems (growth estimation, abc trajectry, flip flop) by the Backpropagation algorithm. The characteristics of ARN net depend on the place of AR model within a neuron model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Layerd neural network / Auto-regressive model / Backpropagation |
| Paper # | NC96-37 |
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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) | |
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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) | Characteristics of Various Auto-regressive neural networks |
| Sub Title (in English) | |
| Keyword(1) | Layerd neural network |
| Keyword(2) | Auto-regressive model |
| Keyword(3) | Backpropagation |
| 1st Author's Name | H. Kasahara |
| 1st Author's Affiliation | Faculty of Science,Toho University() |
| 2nd Author's Name | M. nakajoh |
| 2nd Author's Affiliation | Faculty of Science,Toho University |
| 3rd Author's Name | T. Kamiyama |
| 3rd Author's Affiliation | Faculty of Science,Toho University |
| 4th Author's Name | M. Sekiguchi |
| 4th Author's Affiliation | Faculty of Science,Toho University |
| 5th Author's Name | T. Furuya |
| 5th Author's Affiliation | Faculty of Science,Toho University |
| 6th Author's Name | T. Satake |
| 6th Author's Affiliation | University of Tsukuba |
| 7th Author's Name | T. Tanaka |
| 7th Author's Affiliation | Electrotechnical Laboratory |
| 8th Author's Name | T. Higuchi |
| 8th Author's Affiliation | Electrotechnical Laboratory |
| Date | 1996/7/24 |
| Paper # | NC96-37 |
| Volume (vol) | vol.96 |
| Number (no) | 178 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |