Keyword : feedforward neural networks


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)

Neural Networks with Interval Weights for Nonlinear Mappings of Interval Vectors
Kitaek KWON Hisao ISHIBUCHI Hideo TANAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/04/25
Vol. E77-D  No. 4 ; pp. 409-417
Type of Manuscript:  Special Section PAPER (Special Issue on Neurocomputing)
Category: Mapping
Keyword: 
interval arithmeticnonlinear mapping of interval vectorsfeedforward neural networksback-propagation algorithm
 Summary | Full Text:PDF(597.6KB)