A Boltzmann Machine with Non-rejective Move
-
- ZHU Hongbing
- the Department of Computer Science, Faculty of Engineering, Hiroshima Kokusai Gakuin University
-
- SUN Ningping
- Kumamoto National College of Technology
-
- SASAKI Mamoru
- the Department of Electrical Engineering and Computer Science, Faculty of Engineering, Kumamoto University
-
- EGUCHI Kei
- Kumamoto National College of Technology
-
- TABATA Toru
- Kumamoto National College of Technology
-
- REN Fuji
- the Department of Information Science and Intelligent Systems, Faculty of Engineering, The University of Tokushima
この論文をさがす
説明
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
-
- IEICE transactions on fundamentals of electronics, communications and computer sciences
-
IEICE transactions on fundamentals of electronics, communications and computer sciences 85 (6), 1229-1235, 2002-06-01
一般社団法人電子情報通信学会
- Tweet
キーワード
詳細情報 詳細情報について
-
- CRID
- 1572261552263496832
-
- NII論文ID
- 110003209149
-
- NII書誌ID
- AA10826239
-
- ISSN
- 09168508
-
- 本文言語コード
- en
-
- データソース種別
-
- CiNii Articles