A neuro-fuzzy system to support in the diagnostic of epileptic events and non-epileptic events using different fuzzy arithmetical operations Um sistema neuro-difuso para auxiliar no diagnóstico de eventos epilépticos e eventos não epilépticos utilizando diferentes operações aritméticas difusas

A neuro-fuzzy system to support in the diagnostic of epileptic events and non-epileptic events using different fuzzy arithmetical operations Um sistema neuro-difuso para auxiliar no diagnóstico de eventos epilépticos e eventos não epilépticos utilizando diferentes operações aritméticas difusas

OBJECTIVE: To investigate different fuzzy arithmetical operations to support in the diagnostic of epileptic events and non epileptic events. METHOD: A neuro-fuzzy system was developed using the NEFCLASS (NEuro Fuzzy CLASSIfication) architecture and an artificial neural network with backpropagation l...

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Bibliographic Details
Main Authors: Lucimar M.F. de Carvalho, Silvia Modesto Nassar, Fernando Mendes de Azevedo, Hugo José Teixeira de Carvalho, Lucas Lese Monteiro, Ciciliana M. Zílio Rech
Format: Article
Language:English
Published: Thieme Revinter Publicações 2008-06-01
Series:Arquivos de Neuro-Psiquiatria
Subjects:
eventos epilépticos
eventos não epilépticos
rede neural artificial
lógica difusa
epileptic events
non epileptic events
artificial neural network
fuzzy logic
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0004-282X2008000200007
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