Title :
An enhanced bidirectional associative memory
Author :
Wang, Yeou-Fang ; Cruz, J.B., Jr. ; Mulligan, J.H., Jr.
Author_Institution :
Dept. of Electr. Eng., California Univ., Irvine, CA, USA
Abstract :
An enhancement of the coding and decoding strategies of a discrete bidirectional associative memory (BAM) reported by B. Kosko (1987, 1988) is presented. Use of the concept, identified as multiple training, can be guaranteed to achieve recall of a single trained pair under suitable initial conditions of data. In representative computer simulations the concept has been shown to represent an improvement in some instances over the original Kosko strategy for recall of multiple pairs. The use of the concept is illustrated, and theorems underlying the result are presented.<>
Keywords :
content-addressable storage; decoding; encoding; neural nets; coding strategy; computer simulations; decoding strategies; discrete bidirectional associative memory; multiple training; Associative memories; Decoding; Encoding; Neural networks;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118566