The capacity of associative memory by using new learning and retrieving algorithm

The second-order Hopfield associative memory has storage capacity of order O(n/log n). To improve the capacity of associative memory, a new storage and retrieval algorithm is proposed in this paper. Using this method, updating of the synaptic matrix is simple.<<ETX>>

[1]  Anthony Kuh,et al.  Information capacity of associative memories , 1989, IEEE Trans. Inf. Theory.

[2]  Zhen Zhang,et al.  Capacity of associative memory , 1994, Proceedings of 1994 IEEE International Symposium on Information Theory.

[3]  Santosh S. Venkatesh,et al.  The capacity of the Hopfield associative memory , 1987, IEEE Trans. Inf. Theory.

[4]  Demetri Psaltis,et al.  Higher order associative memories and their optical implementations , 1988, Neural Networks.