Storage behavior and error correction capability of bidirectional associative memory under forgetting learning

A new bidirectional associative memory is presented. Unlike many existing BAM algorithms, the presented BAM uses an optimal associative memory matrix in place of the standard Hebbian or quasi-correlation matrix. The optimal associative memory matrix is ...

In this paper, a method for the design of Hopfield networks, bidirectional and multidirectional associative memories with asymmetric connections, is proposed. The given patterns can be assigned as locally asymptotically stable equilibria of the network ...

Bidirectional associative memory (BAM) is a typical recurrent network. It consists of two layers and can realize the hetero-associative memory in which recalled patterns are different from triggering patterns. Ordinarily, weights in the BAM are ...