Title :
Guaranteed recall of all training pairs for exponential bidirectional associative memory
Author :
Eom, Tae-Dok ; Oh, Sang-Keon ; Lee, Ju-Jang
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
fDate :
2/1/2001 12:00:00 AM
Abstract :
Several methods of guaranteeing the recall of all training pairs for exponential bidirectional associative memory are presented. If the minimum Hamming distance between patterns is known, the radix can be determined to provide a certain basin of attraction. Otherwise the statistical minimum distance can be applied. A weight learning algorithm based on a pseudo-relaxation algorithm is also developed to make all training pairs recallable with a small radix
Keywords :
analogue storage; content-addressable storage; learning (artificial intelligence); basin of attraction; exponential bidirectional associative memory; guaranteed recall; minimum Hamming distance; patterns; pseudo-relaxation algorithm; statistical minimum distance; training pairs; weight learning algorithm;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20010115
