A New Representation of fMRI Signal by a Set of Local Meshes for Brain Decoding

How neurons influence each other's firing depends on the strength of synaptic connections among them. Motivated by the highly interconnected structure of the brain, in this study, we propose a computational model to estimate the relationships among voxels and employ them as features for cogniti...

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Veröffentlicht in:	IEEE transactions on signal and information processing over networks 2017-12, Vol.3 (4), p.683-694
Hauptverfasser:	Onal, Itir, Ozay, Mete, Mizrak, Eda, Oztekin, Ilke, Yarman Vural, Fatos T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain decoding Brain modeling classification Decoding Feature extraction Functional magnetic resonance imaging functional magnetic resonance imaging (fMRI) Magnetic resonance imaging Neurons Time series analysis voxel connectivity
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