R ecently, a method has been proposed using Artificial Neural Network (ANN) to solve a boundary value problem, particularly, Schrodinger equation. In order to solve the Schrodinger equation, a trial wave function with many parameters written as a feed forward neural network. A standard back propagation algorithm with momentum term is used to adjust the parameters to find energies and corresponding eigenstates, we studied the infinite square well as an example