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		<identifier>oai:zbc.uz.zgora.pl:78702</identifier>
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<dc:title xml:lang="pl"><![CDATA[Analysis of the ReSuMe learning process for spiking neural networks]]></dc:title>
<dc:creator><![CDATA[Ponulak, Filip]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[supervised learning]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[spiking neural networks]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[parametric analysis]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[learning window]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[In this paper we perform an analysis of the learning process with the ReSuMe method and spiking neural networks. We investigate how the particular parameters of the learning algorithm affect the process of learning. We consider the issue of speeding up the adaptation process, while maintaining the stability of the optimal solution. This is an important issue in many real-life tasks where the neural networks are applied and where the fast learning convergence is highly desirable.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Kasiński, Andrzej - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Ponulak, Filip - ed.]]></dc:contributor>
<dc:date><![CDATA[2008]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/78702/AMCS_2008_18_2_1.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88463/edition/78702/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:78702]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 18, number 2 (2008)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=32]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88463]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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