Time-frequency EEG analysis in epilepsy: What is more suitable?

M. Carlos Guerrero, Armando Malanda Trigueros, Jorge Iriarte Franco

Producció científica: Contribució a una conferènciaContribucióAvaluat per experts

6 Cites (Scopus)

Resum

Experimental results of the new techniques developed in the last decades for time-frequency analysis are presented in the epileptic EEG. The main goal of this paper is to give different characteristics in 33 time-frequency distributions (TFDs) in events like detection and epileptic seizures. Methods from Atomic Decompositions, Energy Distributions, Reduced Interference Distributions and Optimal Kernel Design have been tested, in addition to the Stockwell Transform and other approaches like Friedman's density and Ridge method. After the analysis of several EEG registers, we conclude that similar results can be obtained using different methods. Finally, the amount of TFDs computations was done for a patient.

Idioma originalAnglès
Pàgines202-207
Nombre de pàgines6
DOIs
Estat de la publicacióPublicada - 2005
Publicat externament
Esdeveniment5th IEEE International Symposium on Signal Processing and Information Technology - Athens, Greece
Durada: 18 de des. 200521 de des. 2005

Conferència

Conferència5th IEEE International Symposium on Signal Processing and Information Technology
País/TerritoriGreece
CiutatAthens
Període18/12/0521/12/05

Fingerprint

Navegar pels temes de recerca de 'Time-frequency EEG analysis in epilepsy: What is more suitable?'. Junts formen un fingerprint únic.

Com citar-ho