Md. SHAHJAHAN


A Pruning Algorithm for Training Cooperative Neural Network Ensembles
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3  pp. 1257-1269
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural network ensembleensemble designnegative correlation learningpruningnode decayover-fittinggeneralization
 Summary | Full Text:PDF(434.7KB)

Neural Network Training Algorithm with Positive Correlation
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10  pp. 2399-2409
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
artificial neural networkscorrelationpositive correlationinformation theoryentropyhidden unit activitygeneralization
 Summary | Full Text:PDF(776KB)

A Dynamic Node Decaying Method for Pruning Artificial Neural Networks
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/04/01
Vol. E86-D  No. 4  pp. 736-751
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
ANNspruningdecayingcompetitionclassification
 Summary | Full Text:PDF(508.6KB)