Presentation | 2000/10/14 A Chaos Associative Memory with a Skew-Tent Activation Function Takanori Kozakai, Masahiro Nakagawa, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this report, we examine autoassociative model of chaos neural network with a Skew-Tent activation function. We investigated characteristics with respect to the number of neurons. In addition, we utilized the sinusoidal wave function as an activation function, and compared memory retrieval characteristics for two functions. As a result, became although as the neuron increased, memory retrieval characteristics become inefficient, we found that, such a Skew-Tent function becomes more efficient than the sinusoidal wave function. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | associative memory / periodic activation / chaos neural network |
Paper # | NLP2000-90 |
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Committee | NLP |
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Conference Date | 2000/10/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Nonlinear Problems (NLP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Chaos Associative Memory with a Skew-Tent Activation Function |
Sub Title (in English) | |
Keyword(1) | associative memory |
Keyword(2) | periodic activation |
Keyword(3) | chaos neural network |
1st Author's Name | Takanori Kozakai |
1st Author's Affiliation | Departmetn of Electrical Engineering, Faculty of Engineering, Nagaoka University of Technology() |
2nd Author's Name | Masahiro Nakagawa |
2nd Author's Affiliation | Departmetn of Electrical Engineering, Faculty of Engineering, Nagaoka University of Technology |
Date | 2000/10/14 |
Paper # | NLP2000-90 |
Volume (vol) | vol.100 |
Number (no) | 382 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |