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.


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    Title :

    Backpropagation learning using positive weights for multilayer optoelectronic neural networks


    Contributors:


    Publication date :

    1996-01-01


    Size :

    212836 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



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