Multivariate Autoregressive Modeling Combined with Simulated Annealing Optimization for Classifying Sources of Event Related Potentials

Vasios, C; Matsopoulos, G; Ventouras, E; Papageorgiou, C; Kontaxakis, V; Nikita, K; Uzunoglu, N

dc.contributor.author	Vasios, C	en
dc.contributor.author	Matsopoulos, G	en
dc.contributor.author	Ventouras, E	en
dc.contributor.author	Papageorgiou, C	en
dc.contributor.author	Kontaxakis, V	en
dc.contributor.author	Nikita, K	en
dc.contributor.author	Uzunoglu, N	en
dc.date.accessioned	2014-03-01T01:54:17Z
dc.date.available	2014-03-01T01:54:17Z
dc.date.issued	2005	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/27295
dc.relation.uri	http://ijbem.k.hosei.ac.jp/2006-/volume7/number2/pdf/020.pdf	en
dc.relation.uri	http://ijbem.k.hosei.ac.jp/volume7/number2/pdf/020.pdf	en
dc.subject	Artificial Neural Network	en
dc.subject	Autoregressive Model	en
dc.subject	Back Propagation Algorithm	en
dc.subject	Brain Mapping	en
dc.subject	Cognitive Science	en
dc.subject	Cross Validation	en
dc.subject	Event Related Potential	en
dc.subject	event-related potential erp	en
dc.subject	Feature Extraction	en
dc.subject	Simulated Annealing	en
dc.subject	Surface Measurement	en
dc.subject	Leave One Out Cross Validation	en
dc.subject	Low Resolution	en
dc.subject	Multi Layer Perceptron	en
dc.subject	Normal Control	en
dc.title	Multivariate Autoregressive Modeling Combined with Simulated Annealing Optimization for Classifying Sources of Event Related Potentials	en
heal.type	journalArticle	en
heal.publicationDate	2005	en
heal.abstract	Event-Related Potentials (ERPs) provide non-invasive measurements of the electrical activity on the scalp that are linked to the presentation of stimuli and events. Brain mapping techniques are able to provide evidence for the solution of debatable issues in cognitive science. In this paper, a two-step signal classification approach is proposed, extending the use of the Low Resolution Brain Electrical Tomography	en