Adaptation of Weights in a Neuron Using an Integrated Filter

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Adaptation of Weights in a Neuron Using an Integrated Filter

This paper presents a description of application of stochastic weights in a neuron, problem solved through the adaptive estimation achieved with dynamical combination between the identification and estimation; having an adaptive structure that updates the estimated parameters into the integrated filter. The weights are dynamically adjusted in the neuron based on stochastic gradient, affecting t...

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ژورنال

عنوان ژورنال: Research in Computing Science

سال: 2015

ISSN: 1870-4069

DOI: 10.13053/rcs-100-1-12