Closed Loop Subject-Independent SSVEP Frequency Detection System Using CCA Features and Ensemble Learning Methods

• Published in: Frontiers in biomedical technologies Vol. 11; no. 3
• Main Authors: Esfahani, Moein, Najafi, Hosein, Sadati, Hossein
• Format: Journal Article
• Language: English
• Published: Tehran University of Medical Sciences 01.06.2024
• Subjects: Brain-Computer Interface; Canonical Correlation Analysis; Electroencephalogram; Ensemble Learning; Machine Learning Operations; Steady-State Visual Evoked Potentials

Purpose: In recent years, the use of Steady-State Visual Evoked Potentials (SSVEPs) in Brain-Computer Interface (BCI) systems has dramatically increased across several fields, such as rehabilitation, cognitive impairment, and brain disease or disorder detection, as well as artificial limbs, wheelcha...