| Presentation | 1995/9/29 A Model of Dynamic Associative Memory and Its Analysis Hideki Kobori, 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 chaotic neural network which uses chaotic neuron; shows the nonperiodic associative dynamics, but retrieval frequency of the stored patterns is small and to distinguish the unstored patterns from the stored patterns is difficult. In this paper, we suggest a recurrent neural network composed of neurons Which have a characteristic that the state of neurons is reversed when the same state is continued. In this network, we confirm that the state of the network travels around the stored pattern and stays at the stored pattern during some period. Accordingly, it is shown that the stored patterns can be distinguished from the unstored patterns by using average period of staying at the same state. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recurrent neural network / Associative memory / Reversed neuron / State transition / Dynamics / threshold |
| Paper # | NLP95-47 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1995/9/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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) | A Model of Dynamic Associative Memory and Its Analysis |
| Sub Title (in English) | |
| Keyword(1) | Recurrent neural network |
| Keyword(2) | Associative memory |
| Keyword(3) | Reversed neuron |
| Keyword(4) | State transition |
| Keyword(5) | Dynamics |
| Keyword(6) | threshold |
| 1st Author's Name | Hideki Kobori |
| 1st Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Eng., Kanazawa Univ.() |
| 2nd Author's Name | Kazushi Ikeda |
| 2nd Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Eng., Kanazawa Univ. |
| 3rd Author's Name | Kenji Nakayama |
| 3rd Author's Affiliation | Dept. of Electrical and Computer Eng., Faculty of Eng., Kanazawa Univ. |
| Date | 1995/9/29 |
| Paper # | NLP95-47 |
| Volume (vol) | vol.95 |
| Number (no) | 280 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |