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Multivariate Temporal Dictionary Learning for EEG
Dictionary learning orthogonal matching pursuit multivariate shift-invariance EEG evoked potentials P300
2013/4/28
This article addresses the issue of representing electroencephalographic (EEG) signals in an efficient way. While classical approaches use a fixed Gabor dictionary to analyze EEG signals, this article...
The Research of Knowledge Workers’Competencies Based on EEG Experiment of Mental Operations
Mental Therbligs EEG Knowledge Workers Competencies
2013/2/23
The paper analyzes the limitation of the method to study the competencies. The differences between competencies of knowledge workers exist in the “therbligs” used in information process. Based on 191 ...
Nonparametric spectral analysis with applications to seizure characterization using EEG time series
EEG epilepsy GACV GML locally stationary process permutationtest smoothing parameter smoothing spline SS ANOVA
2010/3/17
Understanding the seizure initiation process and its propagation
pattern(s) is a critical task in epilepsy research. Characteristics of the
pre-seizure electroencephalograms (EEGs) such as oscillati...