Spatial Filtering Based on Canonical Correlation Analysis for Classification of Evoked or Event-Related Potentials in EEG Data

[jinglescode]

Paper

Link: https://ieeexplore.ieee.org/document/6671441
Year: 2014

Summary

• to increase classification accuracy, spatial filters are used to improve the signal-to-noise ratio of the brain signals and thereby facilitate the detection and classification of SSVEP and other VEPs

Results

• spatial filter generated by CCA provide the highest accuracy