| Presentation | 1993/9/22 Development process of temporal pattern transformations in bi- directional neural network models Hiroshi Wakuya, Ryoko Futami, Nozomu Hoshimiya, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Bi-directional neural network models which can deal with both generation and recognition of temporal patterns are expected to possess improved learning abilities.But the interpretations of its learning mechanism have not been clear yet because of the complexity of recurrent pathways the model has.So computer simulation studies were performed to investigate what plays an important role when the network learns temporal transformations.As a result of them,it was shown that the learning process of the pattern generation, recognition had close relation to the state transition in the recognition/generation phase. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | bi-directional neural network model / temporal pattern transformation / learning / generation / recognition |
| Paper # | NC93-31 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1993/9/22(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) | Development process of temporal pattern transformations in bi- directional neural network models |
| Sub Title (in English) | |
| Keyword(1) | bi-directional neural network model |
| Keyword(2) | temporal pattern transformation |
| Keyword(3) | learning |
| Keyword(4) | generation |
| Keyword(5) | recognition |
| 1st Author's Name | Hiroshi Wakuya |
| 1st Author's Affiliation | Department of Electronic Engineering,Faculty of Engineering,Tohoku University() |
| 2nd Author's Name | Ryoko Futami |
| 2nd Author's Affiliation | Department of Electronic Engineering,Faculty of Engineering,Tohoku University |
| 3rd Author's Name | Nozomu Hoshimiya |
| 3rd Author's Affiliation | Department of Electronic Engineering,Faculty of Engineering,Tohoku University |
| Date | 1993/9/22 |
| Paper # | NC93-31 |
| Volume (vol) | vol.93 |
| Number (no) | 247 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |