Presentation | 2003/3/10 A Proposal Immune Multi Agent Neural Networks Shinichi OEDA, Takumi ICHIMURA, Toshiyuki YAMASHITA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Both immune system and neural network are complex biological systems. These systems are capable of learning, memory, and pattern recognition. Many classification algorithms have been developed in a field of the information processing. In this paper, we propose the immune multi agent neural networks where each immune agent employs different neural network learning to handle a subset of training cases. This proposed method is limited to the behaviors of the macrophage, B-cell, and T-cell to realize a good classification capability・ |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Immune system / Multi agent system / Cooperating mechanism / Neural Network |
Paper # | NC2002-141 |
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Committee | NC |
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Conference Date | 2003/3/10(1days) |
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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) | A Proposal Immune Multi Agent Neural Networks |
Sub Title (in English) | |
Keyword(1) | Immune system |
Keyword(2) | Multi agent system |
Keyword(3) | Cooperating mechanism |
Keyword(4) | Neural Network |
1st Author's Name | Shinichi OEDA |
1st Author's Affiliation | Graduate School of Engineering, Tokyo Metropolitan Institute of Technology() |
2nd Author's Name | Takumi ICHIMURA |
2nd Author's Affiliation | Faculty of Information Sciences, Hiroshima City University |
3rd Author's Name | Toshiyuki YAMASHITA |
3rd Author's Affiliation | Graduate School of Engineering, Tokyo Metropolitan Institute of Technology |
Date | 2003/3/10 |
Paper # | NC2002-141 |
Volume (vol) | vol.102 |
Number (no) | 729 |
Page | pp.pp.- |
#Pages | 6 |
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