EEG classification by filter band component regularized common spatial pattern for motor imagery

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

Benjamin Blankertz, Ryota Tomioka, Steven Lemm et al. · IEEE Signal Processing Magazine · 2008 · 2.1K citations

Engineering, Computer Science, Neuroscience +17

Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans

Jonathan R. Wolpaw, Dennis J. McFarland · Proceedings of the National Academy of Sciences · 2004 · 1.5K citations

Engineering, Biomedical Engineering, Neuroscience +16

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface

Kai Keng Ang, Zheng Yang Chin, Haihong Zhang et al. · 2008 · 1.4K citations

Engineering, Computer Science, Neuroscience +17

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

Fabien Lotte, Cuntai Guan · IEEE Transactions on Biomedical Engineering · 2010 · 1.1K citations · Full text

Engineering, Computer Science, Neuroscience +17