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IEICE Trans

Keyword : fast learning algorithm

Fast Learning Algorithms for Self-Organizing Map Employing Rough Comparison WTA and its Digital Hardware Implementation
Hakaru TAMUKOH Keiichi HORIO Takeshi YAMAKAWA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2004/11/01
Vol. E87-C  No. 11 ; pp. 1787-1794
Type of Manuscript:  Special Section PAPER (Special Section on New System Paradigms for Integrated Electronics)
Category: 
Keyword: 
self-organizing map, fast learning algorithm, rough comparison winner-take-all, hardware architecture, 
 Summary | Full Text:PDF
Construction of Noise Reduction Filter by Use of Sandglass-Type Neural Network
Hiroki YOSHIMURA Tadaaki SHIMIZU Naoki ISU Kazuhiro SUGATA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/08/25
Vol. E80-A  No. 8 ; pp. 1384-1390
Type of Manuscript:  Special Section PAPER (Special Section on Digital Signal Processing)
Category: 
Keyword: 
neural network, K-L expansion, on-line processing, noise reduction, fast learning algorithm, 
 Summary | Full Text:PDF