The use of inhibitory neurons, together with a modified learning algorithm, allows error backpropagation learning that competes with standard momentum-aided backpropagation using positive weights only. A multilayer optoelectronic architecture with in situ learning is proposed.
Backpropagation learning using positive weights for multilayer optoelectronic neural networks
1996-01-01
212836 byte
Conference paper
Electronic Resource
English
Backpropagation Learning Using Positive Weights for Multilayer Optoelectronic Neural Networks
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