Brain Computer Interface and EEG Data Processing
By using theory and methods of statistical learning and information geometry, such as PCA/ICA, NMF, NTF (Nonnegative Tensor Factorization), we are
- To investigate EEG noise reduction, event-related potentials, pattern analysis for imaginary motion evoked potentials and vigilance pattern analysis.
- To study the spatial-temporal characteristics of evoked potentials and their dynamics.
- To develop pattern classification methods for evoked potentials, imaginary motion potentials and vigilance
- To design EEG based vigilance analysis system and brain-computer interaction systems