Title :
Increasing innate robustness in artificial neural networks using redundancy
Author :
Thompson, M.P. ; Kambhampati, C.
Author_Institution :
Dept. of Cybern., Reading Univ., UK
fDate :
10/26/1995 12:00:00 AM
Abstract :
A theoretical explanation of robustness and its relationship with redundancy is proposed and used to derive a novel and powerful technique which allows the innate robustness of most types of artificial neural network (ANN) to be enhanced to a user-defined degree
Keywords :
fault tolerant computing; neural nets; redundancy; ANN; artificial neural networks; innate robustness; redundancy;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19951338
