171 citations · 686 across the 20 of their papers we have counts for
4 papers · 1 filter
Long Sequence Hopfield Memory
Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov +1
Sequence memory is an essential attribute of natural and artificial intelligence that enables agents to encode, store, and retrieve complex sequences of stimuli and actions. Comput…
Sparse Distributed Memory is a Continual Learner
Trenton Bricken, Xander Davies, Deepak Singh +2
Continual learning is a problem for artificial neural networks that their biological counterparts are adept at solving. Building on work using Sparse Distributed Memory (SDM) to co…
Hierarchical Associative Memory
Dmitry Krotov
Dense Associative Memories or Modern Hopfield Networks have many appealing properties of associative memory. They can do pattern completion, store a large number of memories, and c…
Dense Associative Memory for Pattern Recognition
Dmitry Krotov, John J Hopfield
A model of associative memory is studied, which stores and reliably retrieves many more patterns than the number of neurons in the network. We propose a simple duality between this…