Real-time subject-independent pattern classification of overt and covert movements from fNIRS signals

• Main Authors: Prasad, Vinod Achutavarrier, Zaidi, Ali Danish, Robinson, Neethu, Rana, Mohit, Guan, Cuntai, Birbaumer, Niels, Sitaram, Ranganatha
• Other Authors: Vasilaki, Eleni
• Format: Article
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering; Overt and Covert Movements; fNIRS Signals
• Online Access: https://hdl.handle.net/10356/80459; http://hdl.handle.net/10220/46563
• Institution: Nanyang Technological University

Recently, studies have reported the use of Near Infrared Spectroscopy (NIRS) for developing Brain–Computer Interface (BCI) by applying online pattern classification of brain states from subject-specific fNIRS signals. The purpose of the present study was to develop and test a real-time method for su...