Hopfield nets : more formally
Abstract: "Hopfield nets are a class of Neural networks that are often applied to optimization problems. The role played by certain constants appearing in the interconnections are crucial to the computations. A bad choice of constant values results in the convergence of the system to states that represent extraneous results. This paper examines a discrete model of the nets which allows a better characterization of the constants. The formal approach followed in this paper allows the specification of values to the constants that ensure convergence of the system to states that represent results that are not extraneous
Print Book, English, [1990]
University of Texas at Austin, Dept. of Computer Sciences, Austin, Tex., [1990]