Wavlet phase-locking based binary classification of hand movement directions from EEG

• Main Authors: Chouhan, Tushar, Robinson, Neethu, Vinod, A. P., Ang, Kai Keng, Guan, Cuntai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Brain–computer Interface; Phase-locking Value
• Online Access: https://hdl.handle.net/10356/139485
• Institution: Nanyang Technological University

Objective. Brain signals can be used to extract relevant features to decode various limb movement parameters such as the direction of upper limb movements. Amplitude based feature extraction techniques have been used to study such motor activity of upper limbs whereas phase synchrony, used to estima...