| Presentation | 1996/10/28 Analysis and Improvement of a Spurious-Free Associative Memory System Atsushi Ohsaki, Kazushi Ikeda, Kenji Nakayama, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The existence of spurious memories is a serious problem in associative memory systems based on recurrent neural networks. A spurious-free associative memory system which consists of hysteresis neuron and pseudo-inverse matrix weights has been proposed. This system, however, has a problem that the basins of stored patterns small. In this paper, we analyze the system, improve it to have large basins, and show the effect experiment ally. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | associative memory / spurious memory / hysteresis neuron / pseudo-inverse matrix model / basin |
| Paper # | NC96-41 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1996/10/28(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) | Analysis and Improvement of a Spurious-Free Associative Memory System |
| Sub Title (in English) | |
| Keyword(1) | associative memory |
| Keyword(2) | spurious memory |
| Keyword(3) | hysteresis neuron |
| Keyword(4) | pseudo-inverse matrix model |
| Keyword(5) | basin |
| 1st Author's Name | Atsushi Ohsaki |
| 1st Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Tech:, Kanazawa Univ.() |
| 2nd Author's Name | Kazushi Ikeda |
| 2nd Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Tech:, Kanazawa Univ. |
| 3rd Author's Name | Kenji Nakayama |
| 3rd Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Tech:, Kanazawa Univ. |
| Date | 1996/10/28 |
| Paper # | NC96-41 |
| Volume (vol) | vol.96 |
| Number (no) | 331 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |