Title :
Generalised stable bidirectional associative memory
Author :
Jeng, Y.-J. ; Yeh, C.-C. ; Chiueh, Tzi-Dar
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
7/16/1992 12:00:00 AM
Abstract :
A general correlation model of the bidirectional associative memory (BAM) is proposed. A sufficient condition for bidirectional stability of the general model by using a system energy (Lyapunov) function is derived. Based on the general model, a stable high order BAM model is described as an example and simulated for the performance of storage capacity.
Keywords :
Lyapunov methods; content-addressable storage; correlation methods; neural nets; Lyapunov function; bidirectional associative memory; bidirectional stability; correlation model; neuron field; storage capacity performance;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19920888
