Weight space structure and analysis using a finite replica number in the Ising perceptron

Tomoyuki Obuchi, Yoshiyuki Kabashima

The weight space of the Ising perceptron in which a set of random patterns is stored is examined using the generating function of the partition function $\varphi (n)=(1/N)\log [Z^n]$ as t…