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
01.01.1996
212836 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Backpropagation Learning Using Positive Weights for Multilayer Optoelectronic Neural Networks
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