Presentation | 1993/11/24 Associative Memories Using Dynamical Neural Networks with Limit Cycles Hiroshi Inaba, Kiyoshi Ishii, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper studies associative memories using a dynamical neural network of the McCullough-Pitts model in which the given standard information patterns are assigned as limit cycles.First,some properties of the network with orthogonal connection matrix are presented and a method to construct a connection matrix which assigns standard pattern vectors as equilibrium point of the network in more general fashion is proposed.Further,a method to construct a connection matrix of the neural network which assigns limit cycles as required is studied and some results of computer simulation are given to evaluate the performance statistically. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | McCullough-Pitts model / Domain of Attraction / Limit Cycle |
Paper # | NC93-47 |
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Committee | NC |
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Conference Date | 1993/11/24(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | Associative Memories Using Dynamical Neural Networks with Limit Cycles |
Sub Title (in English) | |
Keyword(1) | McCullough-Pitts model |
Keyword(2) | Domain of Attraction |
Keyword(3) | Limit Cycle |
1st Author's Name | Hiroshi Inaba |
1st Author's Affiliation | Department of Information Sciences,Tokyo Denki University() |
2nd Author's Name | Kiyoshi Ishii |
2nd Author's Affiliation | Department of Information Sciences,Tokyo Denki University |
Date | 1993/11/24 |
Paper # | NC93-47 |
Volume (vol) | vol.93 |
Number (no) | 341 |
Page | pp.pp.- |
#Pages | 8 |
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