Back-propagation neural network with enhanced neuron...

Details Back-propagation neural network with enhanced neuron... Back-propagation neural network with enhanced neuron...

2005-04-05

2005-04-05

Davis, George (Department: 2121)

Data processing: artificial intelligence

Neural network

Structure

C706S031000

Reexamination Certificate

active

06876989

ABSTRACT:
A neural network system includes a feedforward network comprising at least one neuron circuit for producing an activation function and a first derivative of the activation function and a weight updating circuit for producing updated weights to the feedforward network. The system also includes an error back-propagation network for receiving the first derivative of the activation function and to provide weight change data information to the weight updating circuit.

REFERENCES:
patent: 5479579 (1995-12-01), Duong et al.
patent: 5592589 (1997-01-01), Poon
Lee et al, “The Effect of Initial Weights on Premature Saturation Back-Propagation Learning”, IJCNN Jul. 1991.

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