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A Novel Scheme for Classification of Motor Imagery Signal using Stockwell Transform of CSP and CNN Model
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
◽
10.1109/smc42975.2020.9282917
◽
2020
◽
Author(s):
Linze Qian
◽
Zhao Feng
◽
Hongying Hu
◽
Yu Sun
Keyword(s):
Motor Imagery
◽
Stockwell Transform
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References
Simultaneous Classification of Multiple Motor Imagery and P300 for Increase in Output Information of Brain-computer Interface
IEEJ Transactions on Electronics Information and Systems
◽
10.1541/ieejeiss.133.635
◽
2013
◽
Vol 133
(3)
◽
pp. 635-641
Author(s):
Genzo Naito
◽
Lui Yoshida
◽
Takashi Numata
◽
Yutaro Ogawa
◽
Kiyoshi Kotani
◽
...
Keyword(s):
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Output Information
Download Full-text
A Single-trial Multi-class Classification of Various Motor Imagery Tasks for EEG-based Brain-computer Interface Communication
IEEJ Transactions on Sensors and Micromachines
◽
10.1541/ieejsmas.135.239
◽
2015
◽
Vol 135
(7)
◽
pp. 239-245
Author(s):
Tadanobu Misawa
◽
Jumpei Matsuda
◽
Shigeki Hirobayashi
Keyword(s):
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Single Trial
◽
Multi Class Classification
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Classification of the four‐class motor imagery signals using continuous wavelet transform filter bank‐based two‐dimensional images
International Journal of Imaging Systems and Technology
◽
10.1002/ima.22593
◽
2021
◽
Author(s):
Rupesh Mahamune
◽
Shahedul H. Laskar
Keyword(s):
Wavelet Transform
◽
Motor Imagery
◽
Continuous Wavelet Transform
◽
Filter Bank
◽
Continuous Wavelet
◽
Two Dimensional
◽
Two Dimensional Images
Download Full-text
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review
Neural Computing and Applications
◽
10.1007/s00521-021-06352-5
◽
2021
◽
Author(s):
Hamdi Altaheri
◽
Ghulam Muhammad
◽
Mansour Alsulaiman
◽
Syed Umar Amin
◽
Ghadir Ali Altuwaijri
◽
...
Keyword(s):
Deep Learning
◽
Motor Imagery
◽
Learning Techniques
◽
Electroencephalogram Eeg
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Classification of motor imagery using a time-localised approach
Journal of Medical Engineering & Technology
◽
10.1080/03091902.2021.1906966
◽
2021
◽
pp. 1-14
Author(s):
M. K. M. Rahman
◽
Tohfa Haque
Keyword(s):
Motor Imagery
Download Full-text
Classification of Motor Imagery EEG recordings with Subject Specific Time-Frequency Patterns
2006 IEEE 14th Signal Processing and Communications Applications
◽
10.1109/siu.2006.1659763
◽
2006
◽
Author(s):
N.F. Ince
◽
S. Arica
◽
A. Tewfik
Keyword(s):
Motor Imagery
◽
Specific Time
◽
Time Frequency
◽
Subject Specific
◽
Eeg Recordings
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Classification of motor imagery EEG patterns and their topographic representation
The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
◽
10.1109/iembs.2004.1404213
◽
2005
◽
Cited By ~ 1
Author(s):
Tao Wang
◽
Jie Deng
◽
Bin He
Keyword(s):
Motor Imagery
◽
Topographic Representation
Download Full-text
Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2017.8037482
◽
2017
◽
Cited By ~ 8
Author(s):
Oluwarotimi Williams Samuel
◽
Xiangxin Li
◽
Yanjuan Geng
◽
Pang Feng
◽
Shixiong Chen
◽
...
Keyword(s):
Motor Imagery
◽
Upper Limb
◽
Spectral Domain
◽
Limb Movements
◽
Upper Limb Movements
Download Full-text
CNN–based classification of fNIRS signals in motor imagery BCI system
Journal of Neural Engineering
◽
10.1088/1741-2552/abf187
◽
2021
◽
Author(s):
Tengfei Ma
◽
Shasha Wang
◽
Yuting Xia
◽
Xinhua Zhu
◽
Julian Evans
◽
...
Keyword(s):
Motor Imagery
◽
Bci System
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A Deep Convolutional Neural Network Based Classification Of Multi-Class Motor Imagery With Improved Generalization
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2018.8513451
◽
2018
◽
Author(s):
Aupendu Kar
◽
Sutanu Bera
◽
S. P. K Karri
◽
Sudipta Ghosh
◽
Manjunatha Mahadevappa
◽
...
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Motor Imagery
◽
Deep Convolutional Neural Network
Download Full-text
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