N-bit parity neural network encoder

Details N-bit parity neural network encoder N-bit parity neural network encoder

1992-11-30

1995-05-02

Beausoliel, Jr., Robert W.

Excavating

371 493, 3649724, 395 21, G06F 1110

Patent

active

054126703

ABSTRACT:
A three layer artificial neural network having an N terminal input, a two cell hidden and a single cell output layer generates an output parity signal indicating whether an even or an odd number of binary bits are asserted at the N terminal input. The two hidden layer neural cells have activation functions that cause deviations about a linear response characteristic that allow the classification of a signal representative of the number of asserted input bits into odd and even groups. This network represents a significant reduction in the number of hidden units previously required because of the particular form of activation transfer characteristic used in the two hidden layer neural cells.

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