Modeling of the BOLD signal using event-related simultaneous EEG-fMRI and convolutional sparse coding analysis

In this work, we employ simultaneous EEG-fMRI data acquired during a visually-guided attention task along with convolutional sparse coding (CSC) analysis to extract transient events from the EEG. Subsequently, we use these events in a standard voxel-wise fMRI analysis and compare the resultant activ...

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Bibliographic Details

Published in:	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Vol. 2019; pp. 181 - 184
Main Authors:	Prokopiou, Prokopis C., Mitsis, Georgios D.
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.07.2019
Subjects:	Brain Brain Mapping Brain modeling Convolutional codes Electroencephalography Functional magnetic resonance imaging Magnetic Resonance Imaging Reaction Time Task analysis Transient analysis Visualization
ISSN:	1557-170X, 2694-0604, 1558-4615, 2694-0604
Online Access:	Get full text
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