Abstract: This article proposes a sliding mode surface and a sliding mode controller based on the neural network concept to promote the robustness of systems.Parameter training is done with a fast optimizing algorithm after the reliability of sliding mode condition is tested.The application of this design in the permanent magnet synchronous motor speed regulator shows that it can meet the demands of the systems.