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Filip Ponulak, ReSuMe

Ponulak resume

Feb 10, 2012. ReSuMe (Ponulak Kasinski, 2010) is making use of both Hebbian learning and gradient descent techniques. As the weight modifications. Jun 16, 2008. In this paper we perform an analysis of the learning process with the ReSuMe method and spiking neural networks (Ponulak, 2005; Ponulak). Tions that by using ReSuMe one can train neurons to categorize spike. Ponulak, F.: Supervised learning in spiking neural networks with ReSuMe method. ReSuMe - New Supervised Learning Method for Spiking Neural Networks. Filip. Ponulak. Institute of Control and Information Engineering. Poznan University of. In this paper we perform an analysis of the learning process with the ReSuMe method and spiking neural networks (Ponulak,. 2005; Ponulak, 2006b).
in this <strong>ponulak</strong> paper we <i>ponulak</i> perform <em>resume</em> an analysis <u>resume</u> of <i>resume</i> the <u>ponulak</u> learning <i>resume</i> process <em>ponulak</em> with the <u>ponulak</u> ReSuMe <em>resume</em> method and spiking neural <em>ponulak</em> <strong>resume</strong> networks <strong>resume</strong> (Ponulak,.) <strong>ponulak</strong> <u>resume</u> <u>resume</u> 2007. 2005; <em>resume</em> <i>ponulak</i> Ponulak). Nov 22, 9767

In ReSuMe this is achieved by balancing two opposite rules determined over each. During the ReSuMe learning the weight wki is modified whenever the.

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Ponulak resume
Supervised learning in spiking neural networks with ReSuMe: sequence learning, classification, and spike shifting. Ponulak F, Kasiski A. Learning from.
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