| Presentation | 1993/11/24 Construction Multi-Module Neural Networks and Recognition of English words Hiroshi Inaba, Katsunori Tanabe, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Introducing a module neural network(MNN)as a McCullough-Pitts model dynamical neural network having a special structure,and constructing a multi-module neural dynamical network(MMNN)by mutually connecting several modules,more complicate associative memories are proposed.This MMNN is constructed so as to keep the equilibrium solution of each MNN and to assign the desired equilibrium solutions for the entire MMNN.A method is proposed for constructiing the connection matrix of such a MMNN so that the given patterns to be memorized are assigned to the equilibrium solutions of the MMNN.As an application,computer simulation of recognition of English words is performed.The simulation result indicates that all the given patterns are assigned as stable equilibrium solutions of the MMNN. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | McCullough-Pitts Model / Multi-Module Neural Network / Equilibrium solution / Generalized Inverse |
| Paper # | NC93-46 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1993/11/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Construction Multi-Module Neural Networks and Recognition of English words |
| Sub Title (in English) | |
| Keyword(1) | McCullough-Pitts Model |
| Keyword(2) | Multi-Module Neural Network |
| Keyword(3) | Equilibrium solution |
| Keyword(4) | Generalized Inverse |
| 1st Author's Name | Hiroshi Inaba |
| 1st Author's Affiliation | Department of Information Sciences,Tokyo Denki University() |
| 2nd Author's Name | Katsunori Tanabe |
| 2nd Author's Affiliation | Department of Information Sciences,Tokyo Denki University |
| Date | 1993/11/24 |
| Paper # | NC93-46 |
| Volume (vol) | vol.93 |
| Number (no) | 341 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |