Presentation 2010-11-20
Probability Calculation using Hopfield Networks
Kouta TANNO, Kenichi TAKAHASHI, Yoshihiro HAYAKAWA,
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Abstract(in English) We applied the methods for solving a combinatorial optimization problem by using neural networks to a famous game, minesweeper. Furthermore, we investigated the performance of a proposed method by a computer simulation. Furthermore, we investigated the performance of a proposed method by a computer simulation and we could get high success rate. In this situation, as checking up the operation, we found that the neural network calculated probabilities and that it caused a good performance. In this paper, we report these results.
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Keyword(in English) Probabity calculation / Hopfield model / Minesweeper
Paper # NLP2010-109
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Conference Information
Committee NLP
Conference Date 2010/11/12(1days)
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Paper Information
Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Probability Calculation using Hopfield Networks
Sub Title (in English)
Keyword(1) Probabity calculation
Keyword(2) Hopfield model
Keyword(3) Minesweeper
1st Author's Name Kouta TANNO
1st Author's Affiliation Department of Electronic Engineering, Sendai National College of Technology()
2nd Author's Name Kenichi TAKAHASHI
2nd Author's Affiliation Department of Electronic Engineering, Sendai National College of Technology
3rd Author's Name Yoshihiro HAYAKAWA
3rd Author's Affiliation Department of Information System, Sendai National College of Technology
Date 2010-11-20
Paper # NLP2010-109
Volume (vol) vol.110
Number (no) 299
Page pp.pp.-
#Pages 6
Date of Issue