A modified wavelet-common spatial pattern method for decoding hand movement directions in brain computer interfaces

• Main Authors: Robinson, Neethu, Vinod, Achutavarrier Prasad, Guan, Cuntai, Ang, Kai Keng, Tee, Keng-Peng
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98180; http://hdl.handle.net/10220/12422
• Institution: Nanyang Technological University

The decoding of hand movement kinematics using non-invasive data acquisition techniques is a recent area of research in Brain Computer Interface (BCI). In this work, we use an Electroencephalography (EEG) based BCI to decode directional information from the brain data collected during an actual hand...