Adaptive control of neural network synthesis

Vařacha, Pavel

dc.title	Adaptive control of neural network synthesis	en
dc.contributor.author	Vařacha, Pavel
dc.relation.ispartof	MATEC Web of Conferences
dc.identifier.issn	2261-236X Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued	2017
utb.relation.volume	125
dc.event.title	21st International Conference on Circuits, Systems, Communications and Computers, CSCC 2017
dc.event.sdate	2017-07-14
dc.event.edate	2017-07-17
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	EDP Sciences
dc.identifier.doi	10.1051/matecconf/201712502061
dc.relation.uri	https://www.matec-conferences.org/articles/matecconf/abs/2017/39/matecconf_cscc2017_02061/matecconf_cscc2017_02061.html
dc.description.abstract	Neural Network Synthesis is a method based on based on Analytic Programming and asynchronous implementation of Self-Organising Migration Algorithm. This synthesis woks as an algorithm capable of creating and learning and artificial neural networks as well as optimizing their structures and connections. This paper introduce an idea of adaptive control of Self-Organising Migration Algorithm based on complexity of processed neural network structure. Such approach already recorded several successful application in modelling and simulation. © The Authors, published by EDP Sciences, 2017.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1007611
utb.identifier.obdid	43877826
utb.identifier.scopus	2-s2.0-85032872990
utb.source	d-scopus
dc.date.accessioned	2018-01-15T16:31:32Z
dc.date.available	2018-01-15T16:31:32Z
dc.rights	Attribution 4.0 International
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/
dc.rights.access	openAccess
utb.contributor.internalauthor	Vařacha, Pavel
utb.fulltext.affiliation	Pavel Vařacha 1 1 Tomas Bata University in Zlín, Faculty of Applied Informatics, Zlín, Czech Republic * Corresponding author: varacha@fai.utb.cz
utb.fulltext.dates	-
utb.scopus.affiliation	Tomas Bata University in Zlín, Faculty of Applied Informatics, Zlín, Czech Republic
utb.fulltext.faculty	Faculty of Applied Informatics