Recurrence analysis in the detection of continuous task episodes for asynchronous BCI

• Published in: Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics pp. 1511 - 1517
• Main Authors: Ivette Ledesma-Ramirez, Claudia, Bojorges-Valdez, Erik, Yanez-Suarez, Oscar, Pina-Ramirez, Omar
• Format: Conference Proceeding
• Language: English
• Published: IEEE 11.10.2020
• Subjects: asynchronous BCI; Brain-computer interfaces; Computational efficiency; Electroencephalography; Feature extraction; mental calculation; Radio frequency; random forests; Real-time systems; Recurrence quantification analysis; Task analysis

Asynchronous Brain Computer Interfaces (BCI) al-low system activation at free will. This scenario would be desirable for potential users such as patients with motor disabilities, however, there are still several limitations such as long calibration times and overall performance. Different approaches...