A Boltzmann Machine with Non-rejective Move
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- ZHU Hongbing
- the Department of Computer Science, Faculty of Engineering, Hiroshima Kokusai Gakuin University
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- SUN Ningping
- Kumamoto National College of Technology
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- SASAKI Mamoru
- the Department of Electrical Engineering and Computer Science, Faculty of Engineering, Kumamoto University
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- EGUCHI Kei
- Kumamoto National College of Technology
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- TABATA Toru
- Kumamoto National College of Technology
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- REN Fuji
- the Department of Information Science and Intelligent Systems, Faculty of Engineering, The University of Tokushima
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It have been one open and significant topic for real-time applications to enhance the processing-speed of Boltzmann machines for long time. One effective way of solution of this problern is the augmentation of probability of neurons' state move. In this paper, a novel method, called a rejectionless method, was proposed and introduced into the Boltzmann machines for this augmentation. This method has a feature of independence on the ratio of neurons' state move. The efficiency of this method for speed-up was confirmed with the experiments of TSP and graph problem.
収録刊行物
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- IEICE transactions on fundamentals of electronics, communications and computer sciences
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IEICE transactions on fundamentals of electronics, communications and computer sciences 85 (6), 1229-1235, 2002-06-01
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詳細情報 詳細情報について
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- CRID
- 1572261552263496832
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- NII論文ID
- 110003209149
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- NII書誌ID
- AA10826239
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- ISSN
- 09168508
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- 本文言語コード
- en
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- データソース種別
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- CiNii Articles