Joarder KAMRUZZAMAN


Arctangent Activation Function to Accelerate Backpropagation Learning
Joarder KAMRUZZAMAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/10/01
Vol. E85-A  No. 10  pp. 2373-2376
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
neural networkbackpropagation learningactivation functionlearning speed
 Summary | Full Text:PDF(152.6KB)

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 memoryouter product algorithmcross talkhigher order cross productexact data retrievalKrawtchouk polynomial
 Summary | Full Text:PDF(416.1KB)

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 networksbackpropagationextended cascaded networkgeneralization ability
 Summary | Full Text:PDF(561.4KB)

Invariant Object Recognition by Artificial Neural Network Using Fahlman and Lebiere's Learning Algorithm
Kazuki ITO Masanori HAMAMOTO Joarder KAMRUZZAMAN Yukio KUMAGAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/07/25
Vol. E76-A  No. 7  pp. 1267-1272
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
Fahlman and Lebiere's learning algorithmBack-propagationgeneralization abilityinvariant recognitionRapid transform
 Summary | Full Text:PDF(694.3KB)

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 networksbackpropagationcascaded networkgeneralization ability
 Summary | Full Text:PDF(713.8KB)

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 algorithmactivation functionlog-likelihood cost functionconvergence behaviorgeneralization ability
 Summary | Full Text:PDF(697.7KB)

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 algorithmincremental learningnetwork synthesisgeneralization abilityback propagation
 Summary | Full Text:PDF(441.6KB)

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 algorithmback propagationdelta rulegeneralization ability
 Summary | Full Text:PDF(392.8KB)