On the synthesis of nonlinear continuous neural networks

A synthesis technique for a class of nonlinear neural networks that subsumes J.J. Hopfield's network with graded response (1984) is presented. The network is synthesized by designing its energy function E such that the function has local minima at the prescribed attractor points. Implementation of the synthesis technique as a nonlinear programming problem is also suggested.<
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