Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain–computer interfaces

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Optimal spatial filtering of single trial EEG during imagined hand movement

Herbert Ramoser, Johannes Müller-Gerking, G. Pfurtscheller · IEEE Transactions on Rehabilitation Engineering · 2000 · 2.4K citations

Engineering, Neuroscience, Cognitive Neuroscience +16

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

An EEG-based brain-computer interface for cursor control

Jonathan R. Wolpaw, Dennis J. McFarland, G.W. Neat et al. · Electroencephalography and Clinical Neurophysiology · 1991 · 1.1K citations

Engineering, Computer Science, Neuroscience +14