Motor Imagery Classification

Motor Imagery Classification is a neural signal processing technique that categorizes electroencephalographic patterns associated with the mental simulation of motor actions without actual movement execution.

1.6K

Publications

97.5K

Citations

4.3K

Authors

1.4K

Institutions

Publications per year

2017–2026

Parents

Neural Signal Processing

Publications

1.6K

Motor imagery and direct brain-computer communication

G. Pfurtscheller, Christa Neuper · Proceedings of the IEEE · 2001 · 1.9K citations

Engineering, Bioengineering, Neuroscience +17

Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks

G. Pfurtscheller, Clemens Brunner, Alois Schlögl et al. · NeuroImage · 2006 · 1.6K citations

Medicine, Neurobiology, Neuroscience +16

Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

Kai Keng Ang, Zheng Yang Chin, Chuanchu Wang et al. · Frontiers in Neuroscience · 2012 · 1.2K citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +17

EEG-based discrimination between imagination of right and left hand movement

G. Pfurtscheller, Ch. Neuper, Doris Flotzinger et al. · Electroencephalography and Clinical Neurophysiology · 1997 · 911 citations

Life Sciences, Neuroscience, Psychology +12

A novel deep learning approach for classification of EEG motor imagery signals

Yousef R. Tabar · Journal of Neural Engineering · 2016 · 871 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

1–5 of 1.6K

Authors

4.3K

CG
Cuntai Guan
Institute for Infocomm Research, Singapore
44 publications · 5.6K citations
27
h-index
SL
Seong–Whan Lee
Korea University, South Korea
25 publications · 2K citations
21
h-index
KK
Kai Keng Ang
Institute for Infocomm Research, Singapore
29 publications · 3K citations
19
h-index
GP
Girijesh Prasad
University of Ulster, United Kingdom
20 publications · 1.3K citations
18
h-index
GM
Gernot Müller-Putz
Graz University of Technology, Austria
19 publications · 1.2K citations
17
h-index

1–5 of 4.3K

Institutions

1.4K

1–8 of 1.4K

Venues

IEEE Transactions on Neural Systems and Rehabilitation Engineering
92 publications · 8.9K citations
50
h-index
Journal of Neural Engineering
75 publications · 6.2K citations
41
h-index
Biomedical Signal Processing and Control
78 publications · 3.8K citations
35
h-index
IEEE Access
43 publications · 2.8K citations
30
h-index
Sensors
30 publications · 1.6K citations
22
h-index

1–5