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IEICE Trans

Taira NAKAJIMA

Vector Quantization Codebook Design Using the Law-of-the-Jungle Algorithm Hiroyuki TAKIZAWA Taira NAKAJIMA Kentaro SANO Hiroaki KOBAYASHI Tadao NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2003/06/01 Vol. E86-D No. 6 pp. 1068-1077 Type of Manuscript: PAPER Category: Image Processing, Image Pattern Recognition Keyword: vector quantization, the equidistortion principle, the law-of-the-jungle algorithm, the minimax partial distortion criterion,
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An Active Learning Algorithm Based on Existing Training Data Hiroyuki TAKIZAWA Taira NAKAJIMA Hiroaki KOBAYASHI Tadao NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2000/01/25 Vol. E83-D No. 1 pp. 90-99 Type of Manuscript: PAPER Category: Biocybernetics, Neurocomputing Keyword: multilayer perceptrons, the network inversion algorithm, active learning, classification problems,
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A Topology Preserving Neural Network for Nonstationary Distributions Taira NAKAJIMA Hiroyuki TAKIZAWA Hiroaki KOBAYASHI Tadao NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1999/07/25 Vol. E82-D No. 7 pp. 1131-1135 Type of Manuscript: LETTER Category: Bio-Cybernetics and Neurocomputing Keyword: competitive Hebbian learning rule, law of the jungle mechanism, neural network, nonstationary probability distribution, self-organizing map,
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Acceleration Techniques for the Network Inversion Algorithm Hiroyuki TAKIZAWA Taira NAKAJIMA Masaaki NISHI Hiroaki KOBAYASHI Tadao NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1999/02/25 Vol. E82-D No. 2 pp. 508-511 Type of Manuscript: LETTER Category: Bio-Cybernetics and Neurocomputing Keyword: multilayer perceptron, network inversion algorithm, active learning based on existing training examples, classification problems,
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Kohonen Learning with a Mechanism, the Law of the Jungle, Capable of Dealing with Nonstationary Probability Distribution Functions Taira NAKAJIMA Hiroyuki TAKIZAWA Hiroaki KOBAYASHI Tadao NAKAMURA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1998/06/25 Vol. E81-D No. 6 pp. 584-591 Type of Manuscript: PAPER Category: Bio-Cybernetics and Neurocomputing Keyword: adaptive vector quantization, equiprobable principle, conscience mechanism, Kohonen learning, LOJ mechanism, neural networks, nonstationary probability distribution,
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