Keyword : backpropagation algorithm


A Learning Algorithm with Activation Function Manipulation for Fault Tolerant Neural Networks
Naotake KAMIURA Yasuyuki TANIGUCHI Yutaka HATA Nobuyuki MATSUI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/07/01
Vol. E84-D  No. 7 ; pp. 899-905
Type of Manuscript:  PAPER
Category: Fault Tolerance
Keyword: 
feedforward neural networkbackpropagation algorithmstuck-at faultsigmoid activation function
 Summary | Full Text:PDF(2.2MB)

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)

Broadband Active Noise Control Using a Neural Network
Casper K. CHEN Tzi-Dar CHIUEH Jyh-Horng CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/08/25
Vol. E81-D  No. 8 ; pp. 855-861
Type of Manuscript:  PAPER
Category: Speech Processing and Acoustics
Keyword: 
adaptive noise control (ANC)multilayer perceptrons (MLPs)neural networkbackpropagation algorithm
 Summary | Full Text:PDF(577.7KB)

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)