Exponential Recurrent Associative Memories: Stability and Relative Capacity

Abstract

In this paper, relative capacity of a specific higher order Hopfield-type associative memory is considered. This model, which is known as exponential Hopfield neural network is suitable for hardware implementation and is not of a great computational cost. It is shown that, this modification of the Hopfield model significantly improves the storage capacity… (More)
DOI: 10.1109/ICTAI.2006.58

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