| Presentation | 2002/3/11 Interconnected Neural Networks with Anti-symmetry Couplings and Its Application to Ranking Problems MASAHIRO ISHIDO, YOICHI NODA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The energy funciton of symmetric interconnected Hopfleld neural network was given by Hopfield, and its convergency was shown. The neural network or its energy function is expanded by changing some parts of the energy function. Eight kinds of energy funcitons of interconnected neural network with anti-symmetry coupling are proposed, using v(t) and (2 - v(t)) as coupling functions, where v(t) is output function of .a unit. The convergence of the networks with anti-symmetry couplings is shown as in Hopfleld neural network. One of the energy functions with anti-symmetry couplings is applied to ranking problems in League Tournament. The result of the ranking are different from the ranking obtained by winning percentages. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Interconnected Neural Networks with Anti-symmetry Coupling / Interconnected Neural Network with Symmetry Coupling / Ranking Problem / League Tournament |
| Paper # | NC2001-133 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2002/3/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Interconnected Neural Networks with Anti-symmetry Couplings and Its Application to Ranking Problems |
| Sub Title (in English) | |
| Keyword(1) | Interconnected Neural Networks with Anti-symmetry Coupling |
| Keyword(2) | Interconnected Neural Network with Symmetry Coupling |
| Keyword(3) | Ranking Problem |
| Keyword(4) | League Tournament |
| 1st Author's Name | MASAHIRO ISHIDO |
| 1st Author's Affiliation | Department of Computer and Systems Engineering, Faculty of Engineering, Kobe University() |
| 2nd Author's Name | YOICHI NODA |
| 2nd Author's Affiliation | Department of Computer and Systems Engineering, Faculty of Engineering, Kobe University |
| Date | 2002/3/11 |
| Paper # | NC2001-133 |
| Volume (vol) | vol.101 |
| Number (no) | 735 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |