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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    Titel :

    Backpropagation learning using positive weights for multilayer optoelectronic neural networks


    Beteiligte:
    Bradley, W.M.D. (Autor:in) / Mears, R.J. (Autor:in)


    Erscheinungsdatum :

    01.01.1996


    Format / Umfang :

    212836 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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