Gauged Neural Network: Phase Structure, Learning, and Associative Memory

Motohiro Kemuriyama, Tetsuo Matsui, Kazuhiko Sakakibara

A gauge model of neural network is introduced, which resembles the Z(2) Higgs lattice gauge theory of high-energy physics. It contains a neuron variable $S_x=\pm 1$ on each site…