Art

J-GLOBAL ID：200902123445635002   Reference number：00A0644119

A Training Algorithm for Multilayer Neural Networks of Hard-Limiting Units with Random Bias.

ランダムバイアス付きハード制限ユニットの多層ニューラルネットワークのためのトレーニングアルゴリズム

Author (3)： ZHU H (Kokusai Gakuin Univ., Hiroshima-shi, JPN) ,  EGUCHI K (Kumamoto National Coll. Technol., Kumamoto-ken, JPN) ,  TABATA T (Kumamoto National Coll. Technol., Kumamoto-ken, JPN)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Fundam Electron Commun Comput Sci (Inst Electron Inf Commun Eng))
Volume： E83-A  Issue： 6  Page： 1040-1048  Publication year： Jun. 25, 2000 
JST Material Number： F0699C  ISSN： 0916-8508  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *learning algorithm ,...

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JST classification (1)： Artificial intelligence  (JE08000Z)

Reference (12)：

• BAUM, E. B. what size net gives valid generalization?. Neural Computation. 1989, 1, 151-160
• HAUSSLER, D. Decision theoretic generalizations of the PAC model for neural net and other learning applications. Baskin Center for Computer Engineering and Information Sciences, Tech. Rep. UCSC-CRL-91-02. 1990
• TOMS, D. J. Training binary node feedforward neural networks by backpropagation of error. Electron. Lett. 1990, 26, 21, 1745-1746
• REDDING, N. J. Learning in feedforward networks with nonsmooth functions. Advances in Neural Information Processing Systems. 1992, 4
• WIDROW, B. Neural nets for adaptive filtering and adaptive pattern recognition. IEEE Comput. 1988, 25-39

Terms in the title (4)： 制限 ,  多層ニューラルネットワーク ,  トレーニング ,  アルゴリズム