In this paper,we construct a kind of even type Lyapunov functions to study globally asymptotic and locally asymptotic stability of equilibrium of more general Hopfield neural networks with reaction-diffusion terms.Since the diffusion phenomena could not be ignored in neural networks and electric circuits,the model presented here is more closed to the actual systems,and the results we got cover the most of new results in the world.