Cognitive Behavior Classification From Scalp EEG Signals

• Published in: IEEE transactions on neural systems and rehabilitation engineering Vol. 26; no. 4; pp. 729 - 739
• Main Authors: Dvorak, Dino, Shang, Andrea, Abdel-Baki, Samah, Suzuki, Wendy, Fenton, Andre A.
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.04.2018
• Subjects: Algorithms; Behavior; Cognition; Couplings; Electrodes; Electroencephalography; Electroencephalography - classification; Electroencephalography Phase Synchronization; Female; Healthy Volunteers; Humans; Jaw - physiology; Male; Mental Recall; muscle artifact; Muscles; Principal Component Analysis; Scalp; Stroop Test; Synchronization; synchrony; Task analysis; Trail Making Test; Verbal Learning; Word Association Tests; Young Adult

Electroencephalography (EEG) has become increasingly valuable outside of its traditional use in neurology. EEG is now used for neuropsychiatric diagnosis, neurological evaluation of traumatic brain injury, neurotherapy, gaming, neurofeedback, mindfulness, and cognitive enhancement training. The tren...