IFLP 13074
INSTITUTO DE FISICA LA PLATA
Unidad Ejecutora - UE
artículos
Título:
A Maximum Entropy Approach for Predicting Epileptic Tonic-Clonic Seizure
Autor/es:
M.T. MARTIN; A. PLASTINO; V. VAMPA
Revista:
ENTROPY
Editorial:
MOLECULAR DIVERSITY PRESERVATION INTERNATIONAL-MDPI
Referencias:
Lugar: Basel; Año: 2014 p. 4603 - 4611
ISSN:
1099-4300
Resumen:
Abstract: The development of methods for time series analysis and prediction has always been and continues to be an active area of research. In this work, we develop a technique for modelling chaotic time series in parametric fashion. In the case of tonic-clonic epileptic electroencephalographic (EEG) analysis, we show that appropriate information theory tools provide valuable insights into the dynamics of neural activity. Our purpose is to demonstrate the feasibility of the maximum entropy principle to anticipate tonic-clonic seizure in patients
with epilepsy.
