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This paper deals with the synthesis of two-level networks of threshold gate logic elements for realization of nonlinearly separable switching functions. The realization obtained contains the minimum number of threshold logic elements possible for a two-level realization. An algorithm based on the tree procedure of Coates and Lewis is developed which can be used to obtain the desired network realization for a given switching function. The function may be incompletely specified.