Hopfield Neural Networks with Unbounded Monotone Activation Functions
Nasser‐eddine Tatar · Advances in Artificial Neural Systems · 2012
For the Hopfield Neural Network problem we consider unbounded monotone nondecreasing activation functions. We prove convergence to zero in an exponential manner provided that we start with sufficiently small initial data.