| Presentation | 2006-01-24 Stationary State and Dynamics for Sequence Processing Neural Network with Q-States Monotonic Transfer Function Katsuki KATAYAMA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We investigate a stationary state and a dynamics for a sequence processing neural network with Q (>2)-states monotonic transfer function. We derive equations of dynamics for the sequence processing neural network with Q-states monotonic transfer function by using a generating function of path-integral representation. We clarify a phase diagram in stationary state, a retrieval process and a basin of attraction for the sequence processing neural network with Q-states monotonic transfer function. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | sequence processing neural network / Q-states monotonic transfer function / generating function of path-integral representation / stationary state / dynamics |
| Paper # | NC2005-99 |
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| Committee | NC |
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| Conference Date | 2006/1/17(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) | Stationary State and Dynamics for Sequence Processing Neural Network with Q-States Monotonic Transfer Function |
| Sub Title (in English) | |
| Keyword(1) | sequence processing neural network |
| Keyword(2) | Q-states monotonic transfer function |
| Keyword(3) | generating function of path-integral representation |
| Keyword(4) | stationary state |
| Keyword(5) | dynamics |
| 1st Author's Name | Katsuki KATAYAMA |
| 1st Author's Affiliation | Department of Computer Science and Systems Engineering, Faculty of Engineering, Muroran Institute of Technology() |
| Date | 2006-01-24 |
| Paper # | NC2005-99 |
| Volume (vol) | vol.105 |
| Number (no) | 544 |
| Page | pp.pp.- |
| #Pages | 5 |
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