| Presentation | 1997/2/6 Leaming performance of a neural network using a renewal mechanism with a threshold Yoshiyuki Matsuura, Yoshihiro Hayakawa, Kouji Nakajima, Yasuji Sawada, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The efficiency of learning algorithm should be researched, when we use a neural network as an information processing machine. In this study, we propose a threshold renewal mechanism based on Deterministic Boltzmann Machine(DBM) leaming algorithm, and investigate the leaming performance of a neural network with the algorithm. As a result, the average of the updating accumulation of synapse weight is decreased by the factor 1/2-1/5 compared to that in ordinary DBM alghrithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / learning algorithm / threshold |
| Paper # | NLP96-129,NC96-83 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1997/2/6(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) | Leaming performance of a neural network using a renewal mechanism with a threshold |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | learning algorithm |
| Keyword(3) | threshold |
| 1st Author's Name | Yoshiyuki Matsuura |
| 1st Author's Affiliation | Institute of Electrical Communication, Tohoku University() |
| 2nd Author's Name | Yoshihiro Hayakawa |
| 2nd Author's Affiliation | Institute of Electrical Communication, Tohoku University |
| 3rd Author's Name | Kouji Nakajima |
| 3rd Author's Affiliation | Institute of Electrical Communication, Tohoku University |
| 4th Author's Name | Yasuji Sawada |
| 4th Author's Affiliation | Institute of Electrical Communication, Tohoku University |
| Date | 1997/2/6 |
| Paper # | NLP96-129,NC96-83 |
| Volume (vol) | vol.96 |
| Number (no) | 511 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |