Gardner formula for Ising perceptron models at small densities

Erwin Bolthausen, Shuta Nakajima, Nike Sun +1

We consider the Ising perceptron model with N spins and M = N*alpha patterns, with a general activation function U that is bounded above. For U bounded away from zero, or U a one-s…