Nait Charif HAMMADI


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

Dynamic Constructive Fault Tolerant Algorithm for Feedforward Neural Networks
Nait Charif HAMMADI Toshiaki OHMAMEUDA Keiichi KANEKO Hideo ITO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/01/25
Vol. E81-D  No. 1  pp. 115-123
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
feedforward neural networkdynamic constructive algorithmfault toleranceDCFTA
 Summary | Full Text:PDF

A Learning Algorithm for Fault Tolerant Feedforward Neural Networks
Nait Charif HAMMADI Hideo ITO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/01/25
Vol. E80-D  No. 1  pp. 21-27
Type of Manuscript:  Special Section PAPER (Special Issue on Fault-Tolerant Computing)
Category: Redundancy Techniques
Keyword: 
feedforward neural networklearning algorithmrelevance of synaptic weightsessential linkopen faults
 Summary | Full Text:PDF