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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Veröffentlicht in:	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jg. 2019; S. 181 - 184
Hauptverfasser:	Prokopiou, Prokopis C., Mitsis, Georgios D.
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.07.2019
Schlagworte:	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-Zugang:	Volltext
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