Machine learning is a promising approach for electroencephalographic (EEG) trials classification. Its efficiency is largely determined by the feature extraction and selection …
We compare two different definitions for the wavelet entropy associated to stochastic processes. The first one, the normalized total wavelet entropy (NTWS) family [S. Blanco, A …
Pannexins (Panx) are integral membrane proteins, with Panx1 being the best-characterized member of the protein family. Panx1 is implicated in sensory processing, and knockout (KO) …
RG Wither, S Colic, C Wu, BL Bardakjian, L Zhang… - PLoS …, 2012 - journals.plos.org
Mutations in the X-linked gene encoding Methyl-CpG-binding protein 2 (MECP2) have been associated with neurodevelopmental and neuropsychiatric disorders including Rett …
S Colic, RG Wither, L Zhang, JH Eubanks… - Neural networks, 2013 - Elsevier
Rett syndrome is a neurodevelopmental disorder caused by mutations in the X-linked gene encoding methyl-CpG-binding protein 2 (MECP2). Spontaneous recurrent discharge …
D Serletis, OC Zalay, TA Valiante… - Annals of biomedical …, 2011 - Springer
Abstract “Noise,” or noise-like activity (NLA), defines background electrical membrane potential fluctuations at the cellular level of the nervous system, comprising an important …
OC Zalay, D Serletis, PL Carlen… - Journal of neural …, 2010 - iopscience.iop.org
Most forms of epilepsy are marked by seizure episodes that arise spontaneously. The low- magnesium/high-potassium (low-Mg 2+/high-K+) experimental model of epilepsy is an acute …
AWL Chiu, EE Kang, M Derchansky, PL Carlen… - Annals of biomedical …, 2006 - Springer
It has been previously shown that wavelet artificial neural networks (WANNs) are able to classify the different states of epileptiform activity and predict the onsets of seizure-like …
AWL Chiu, M Derchansky, M Cotic, PL Carlen… - Biomedical engineering …, 2011 - Springer
Background Epilepsy is a common neurological disorder characterized by recurrent electrophysiological activities, known as seizures. Without the appropriate detection …