Circuit employing logical gates for calculating activation funct

Electrical transmission or interconnection systems – Nonlinear reactor systems – Parametrons

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307490, 395 27, G06G 700

Patent

active

051572753

ABSTRACT:
A circuit employing logical gates for calculating activation function derivatives on stochastically encoded signals. In one embodiment a two input nonlinear circuit calculates neuron activation functions suitable for gradient-descent learning.

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Neurocomputing, Chapt. 6, R. Hecht-Nielsen, Addison Wesley Pub. Co., 1990, pp. 164-219.
Murray & Smith, "Asynchrorous VLSI Neural Networks Using Pulse-Stream Arithmetic," IEEE J.S.S.C., vol. 23, No. 3, Jun. 1988, pp. 688-697.

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