Posts Tagged "Replica Method"

Replica Method for Boolean Perceptron with Continuous Weight

An brief derivation for the asymptotic generalization error of a Boolean perceptron with continuous weights using the replica method. This problem was also the final assignment in the 'Statistical Mechanics of Neural Networks' course at SYSU, Fall 2024.

Replica Method for the Sherrington-Kirkpatrick Model

This note reviews the replica symmetric solution of the SK model, including sufficiently detailed derivations, and then shows the phase diagrams of the order parameters and free energy by numerical calculations.

Errata for "Replica calculations for the SK model"

This post lists errata for the note "Replica calculations for the SK model" of Haozhe Shan.