Bodyanskiy Ye., Dolotov A.

Analog-digital self-learning fuzzy spiking neural network and its learning algorithm based on 'winner-takes-more' rule


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Номер документа в системі:168791
Автор:Bodyanskiy Ye., Dolotov A.
Назва документа:Analog-digital self-learning fuzzy spiking neural network and its learning algorithm based on 'winner-takes-more' rule
УДК004.032.026
Мова документуАнглійська
АннотаціяAnalog-digital architecture of self-learning fuzzy spiking neural network is proposed in this paper. Spiking neuron synapse and some are treated in terms of classical automatic control theory. Conventional unsupervised learning algorithm of spiking neural network is improved by applying ‘Winner-Takes-More’ rule.
Кількість сторінокС. 109-116.
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