Shinya FUKUMOTO

A Hybrid Learning Approach to Self-Organizing Neural Network for Vector Quantization
Shinya FUKUMOTO  Noritaka SHIGEI  Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/09/01
Vol. E86-A  No. 9  pp. 2280-2286
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Neuro, Fuzzy, GA
Keyword: 
vector quantization,  neural-gas network,  Kohonen's self-organizing map,  K-means method,  image compression, 
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An Investigation of Fuzzy Model Using AIC
Shinya FUKUMOTO  Hiromi MIYAJIMA  Kazuya KISHIDA  Yoji NAGASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/20
Vol. E80-A  No. 9  pp. 1698-1703
Type of Manuscript: PAPER
Category: Information Theory and Coding Theory
Keyword: 
the destructive method,  imformation criterion,  AIC, 
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Constructive, Destructive and Simplified Learning Methods of Fuzzy Inference
Hiromi MIYAJIMA  Kazuya KISHIDA  Shinya FUKUMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/10/20
Vol. E78-A  No. 10  pp. 1331-1338
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
constructive method,  destructive method,  fuzzy inference,  simplified learning method,  self-tuning, 
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