Mohadeseh Shafiei Kafraj

A Biologically Plausible Dense Associative Memory with Exponential Capacity

Krotov and Hopfield (2021) proposed a biologically plausible two-layer associative memory network with memory storage capacity exponential in the number of visible neurons. However, the capacity was only linear in the number of hidden neurons. This limitation arose from the choice of nonlinearity be…