| Presentation | 2001/6/21 A model of context-dependent association using selective desensitization of nonmonotonic neural elements Kouhei MATSUZAWA, Kazuhiko MURATA, Masahiko MORITA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Existing neural network models with distributed information representation have difficulty in associating the same input with various targets. We consider the reason of this difficulty and present a model of context-dependent association using a novel method of contextual modification. We also show by computer simulations that this model can simulate a large-scale finite state machine with a relatively small number of neural elements and limited repetitions of learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural network / Associative memory / Selective desensitization / Nonmonotone dynamics / Trajectory attractor / Finite state machine |
| Paper # | NC2001-21 |
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| Committee | NC |
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| Conference Date | 2001/6/21(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) | A model of context-dependent association using selective desensitization of nonmonotonic neural elements |
| Sub Title (in English) | |
| Keyword(1) | Neural network |
| Keyword(2) | Associative memory |
| Keyword(3) | Selective desensitization |
| Keyword(4) | Nonmonotone dynamics |
| Keyword(5) | Trajectory attractor |
| Keyword(6) | Finite state machine |
| 1st Author's Name | Kouhei MATSUZAWA |
| 1st Author's Affiliation | Doctral Program in Systems and Information Engineering, University of Tsukuba() |
| 2nd Author's Name | Kazuhiko MURATA |
| 2nd Author's Affiliation | College of Engineering Systems, University of Tsukuba |
| 3rd Author's Name | Masahiko MORITA |
| 3rd Author's Affiliation | Institute of Engineering Mechanics and Systems, University of Tsukuba |
| Date | 2001/6/21 |
| Paper # | NC2001-21 |
| Volume (vol) | vol.101 |
| Number (no) | 153 |
| Page | pp.pp.- |
| #Pages | 8 |
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