Derivation of the Iteration Algorithm for the Modified Pseudo-Inverse Model for Associative Memory from the Consideration of the Energy Function

摘要

The pseudo-inverse model for the associative memory has an iterative algorithm converging to its weight ma- trix. The present letter shows that the same algorithm except for the lack of self couplings can be derived by simple consideration of the energy of the network state.