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IEICE Trans

Hiromitsu HIKITA

Peformance Formulation and Evaluation of Associative Memory Extended to Higher Order
Yukio KUMAGAI Joarder KAMRUZZAMAN Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/04/25
Vol. E77-A  No. 4  pp. 736-741
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
associative memory, outer product algorithm, cross talk, higher order cross product, exact data retrieval, Krawtchouk polynomial, 
 Summary | Full Text:PDF
Generalization Ability of Extended Cascaded Artificial Neural Network Architecture
Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/10/25
Vol. E76-A  No. 10  pp. 1877-1883
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
artificial neural networks, backpropagation, extended cascaded network, generalization ability, 
 Summary | Full Text:PDF
Comparison of Convergence Behavior and Generalization Ability in Backpropagation Learning with Linear and Sigmoid Output Units
Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/06/25
Vol. E76-A  No. 6  pp. 1035-1042
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
backpropagation algorithm, activation function, log-likelihood cost function, convergence behavior, generalization ability, 
 Summary | Full Text:PDF
Robust Performance Using Cascaded Artificial Neural Network Architecture
Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/06/25
Vol. E76-A  No. 6  pp. 1023-1030
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
artificial neural networks, backpropagation, cascaded network, generalization ability, 
 Summary | Full Text:PDF
Incremental Learning and Generalization Ability of Artificial Neural Network Trained by Fahlman and Lebiere's Learning Algorithm
Masanori HAMAMOTO Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/02/25
Vol. E76-A  No. 2  pp. 242-247
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
Fahlman and Lebiere's learning algorithm, incremental learning, network synthesis, generalization ability, back propagation, 
 Summary | Full Text:PDF
Generalization Ability of Feedforward Neural Network Trained by Fahlman and Lebiere's Learning Algorithm
Masanori HAMAMOTO Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1992/11/25
Vol. E75-A  No. 11  pp. 1597-1601
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
Fahlman and Lebiere's learning algorithm, back propagation, delta rule, generalization ability, 
 Summary | Full Text:PDF