Pattern recognition in the neocognitron
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A. van Ooyen; B. Nienhuis
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Article
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1993
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Springer-Verlag
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English
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We demonstrate that equipping the neurons of Fukushima's neocognitron with the phenomenon that a neuron decreases its activity when repeatedly stimulated (adaptation) markedly improves the pattern discriminatory power of the network. By means of adaptation, circuits for extracting discriminating fea