| Presentation | 1996/3/18 Chaotic Bidirectional Associative Memory Yuko OSANA, Motonobu HATTORI, Masafumi HAGIWARA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose Chaotic Bidirectional Associative Memory (CBAM). Most of the conventional associative memory models can not deal with one-to-many associations because the stored common data cause superimposed patterns. Although only a few models enable the one-to-many associations, they require manual con-trols or extra networks to separate the superimposed patterns. As a result, they have very complicated structures. In contrast, the structure of the proposed CBAM is very simple because it merely uses chaotic neurons in a part of the conventional Bidirectional Associative Memory (BAM). In the CBAM, each training pair is memorized together with its own context information. Since the chaotic neurons corresponding to the context information change their states by chaos, the one-to-many associations can be realized in the CBAM. A series of computer simulations shows the effectiveness of the proposed CBAM. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Associative Memory / Chaotic Neuron / One-to-many Association |
| Paper # | NC-95-125 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1996/3/18(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) | Chaotic Bidirectional Associative Memory |
| Sub Title (in English) | |
| Keyword(1) | Associative Memory |
| Keyword(2) | Chaotic Neuron |
| Keyword(3) | One-to-many Association |
| 1st Author's Name | Yuko OSANA |
| 1st Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University() |
| 2nd Author's Name | Motonobu HATTORI |
| 2nd Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University |
| 3rd Author's Name | Masafumi HAGIWARA |
| 3rd Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University |
| Date | 1996/3/18 |
| Paper # | NC-95-125 |
| Volume (vol) | vol.95 |
| Number (no) | 598 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |