Circuit employing logical gates for calculating activation funct

Details Circuit employing logical gates for calculating activation funct Circuit employing logical gates for calculating activation funct

1991-03-22

1992-10-20

Hudspeth, David

Electrical transmission or interconnection systems

Nonlinear reactor systems

Parametrons

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.

REFERENCES:
patent: 4893255 (1990-01-01), Tomlinson, Jr.
patent: 4912651 (1990-03-01), Wood et al.
patent: 4916635 (1990-04-01), Singer et al.
patent: 4972363 (1990-11-01), Nguyen et al.
patent: 5003490 (1991-03-01), Castelaz et al.
patent: 5046020 (1991-09-01), Filkin
patent: 5052043 (1991-09-01), Gaborski
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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