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What is Hopfield Networks: John Hopfield about?

A Hopfield network is a type of recurrent neural network with binary threshold units. It was invented by John Hopfield to function as a content-addressable memory. The network has symmetric connections and is guaranteed to converge to a local minimum energy state, though not necessarily one of the stored patterns. Hopfield networks provide a model for understanding human associative memory by allowing the retrieval of similar stored patterns based on partial cues.

Author

Mohammed Althaf

Language

EN