Dynamic perceptron". An outlook of computational dynamics (original) (raw)

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan), 1993

Abstract

With respect to Rosenblatt linear perceptron, a classical limitation theorem demonstrated by Minsky-Papert is discussed. This theorem, "ΨOne-in-a-box", ultimately concern the intrinsic "mathematical" limitations of parallel calculations in pattern recognition problems. We demonstrate a possible solution of this limitation problem by substituting the static definition of characteristic functions and of their domains in the "geometrical" perceptron, with their dynamic definition.

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