Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns

• Published in: Cerebral cortex (New York, N.Y. 1991) Vol. 22; no. 1; pp. 158 - 165
• Main Authors: Shirer, W. R., Ryali, S., Rykhlevskaia, E., Menon, V., Greicius, M. D.
• Format: Journal Article
• Language: English
• Published: United States Oxford University Press 01.01.2012
• Subjects: Adolescent; Adult; Brain - blood supply; Brain - physiology; Brain Mapping; Cognition - classification; Cognition - physiology; Cohort Studies; Female; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Male; Mental Recall - physiology; Neural Pathways - blood supply; Neural Pathways - physiology; Neuropsychological Tests; Oxygen - blood; Young Adult; subject-driven cognition; functional connectivity; classification; resting-state

Decoding specific cognitive states from brain activity constitutes a major goal of neuroscience. Previous studies of brain-state classification have focused largely on decoding brief, discrete events and have required the timing of these events to be known. To date, methods for decoding more continu...