Keyword : generalization ability


Total Margin Algorithms in Support Vector Machines
Min YOON Yeboon YUN Hirotaka NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/05/01
Vol. E87-D  No. 5 ; pp. 1223-1230
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
support vector machinegeneralization abilitysoft marginslack variabletotal marginsurplus variable
 Summary | Full Text:PDF(314.1KB)

On a Weight Limit Approach for Enhancing Fault Tolerance of Feedforward Neural Networks
Naotake KAMIURA Teijiro ISOKAWA Yutaka HATA Nobuyuki MATSUI Kazuharu YAMATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/11/25
Vol. E83-D  No. 11 ; pp. 1931-1939
Type of Manuscript:  PAPER
Category: Fault Tolerance
Keyword: 
feedforward neural networksfault tolerancebackpropagation algorithmstuck-at faultsgeneralization ability
 Summary | Full Text:PDF(19.1MB)

On the Activation Function and Fault Tolerance in Feedforward Neural Networks
Nait Charif HAMMADI Hideo ITO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/01/25
Vol. E81-D  No. 1 ; pp. 66-72
Type of Manuscript:  PAPER
Category: Fault Tolerant Computing
Keyword: 
feedforward neural networkXOR problemcritical weightsfault tolerancegeneralization ability
 Summary | Full Text:PDF(687.7KB)

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)