Unsupervised prototype learning in an associative-memory network

Huiling Zhen, Shang-Nan Wang, Hai-Jun Zhou

Unsupervised learning in a generalized Hopfield associative-memory network is investigated in this work. First, we prove that the (generalized) Hopfield model is equivalent to a se…