Diego Pallara

The Infinite Volume Limit of the Hopfield Neural Networks in the Replica-Symmetric Regime

Abstract Despite extensive research over the past five decades, a rigorous determination of the infinite volume limit of the free energy of the Hopfield model with an extensive number of patterns has remained an outstanding open problem as standard methods from spin glass theory...