Storage capacity of complex Hopfield model

摘要

The Dirac symbol is used to represent the discrete complex Hopfield neural network model. The signal-to-noise theory and the computer numerical solution are made to analyse the storage capacity of the model. The storage capacity ratio of the model equals to that of the Hopfield model. Finally, using the model to recognize the 4-level grey or color patterns is discussed.