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EEG Classification for Motor Imagery Mental Tasks Using Wavelet Signal Denoising
2020 28th National Conference with International Participation (TELECOM)
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10.1109/telecom50385.2020.9299532
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2020
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Author(s):
Ivaylo Ivaylov
◽
Milena Lazarova
◽
Agata Manolova
Keyword(s):
Motor Imagery
◽
Signal Denoising
◽
Eeg Classification
◽
Mental Tasks
Download Full-text
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References
Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier
2021 11th International Conference on Bioscience, Biochemistry and Bioinformatics
◽
10.1145/3448340.3448346
◽
2021
◽
Author(s):
Banghua Yang
◽
Du Li
◽
BaiHeng Ma
◽
Xuelin Gu
◽
Dewen Kong
Keyword(s):
Motor Imagery
◽
Classification Method
◽
Eeg Classification
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EEG Classification-based Comparison Study of Motor-Imagery Brain-Computer Interface
10.1109/icrami52622.2021.9585902
◽
2021
◽
Author(s):
Kheira Djelloul
◽
Abdelkader Nasreddine Belkacem
Keyword(s):
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Comparison Study
◽
Eeg Classification
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Single-trial EEG classification of motor imagery using deep convolutional neural networks
Optik
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10.1016/j.ijleo.2016.10.117
◽
2017
◽
Vol 130
◽
pp. 11-18
◽
Cited By ~ 95
Author(s):
Zhichuan Tang
◽
Chao Li
◽
Shouqian Sun
Keyword(s):
Neural Networks
◽
Motor Imagery
◽
Convolutional Neural Networks
◽
Single Trial
◽
Deep Convolutional Neural Networks
◽
Eeg Classification
Download Full-text
Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
◽
10.1109/embc.2012.6347182
◽
2012
◽
Cited By ~ 1
Author(s):
Rifai Chai
◽
Sai Ho Ling
◽
G. P. Hunter
◽
H. T. Nguyen
Keyword(s):
Motor Imagery
◽
Feature Extractor
◽
Mental Tasks Classification
◽
Mental Tasks
Download Full-text
Continuous EEG Classification During Motor Imagery—Simulation of an Asynchronous BCI
IEEE Transactions on Neural Systems and Rehabilitation Engineering
◽
10.1109/tnsre.2004.827220
◽
2004
◽
Vol 12
(2)
◽
pp. 258-265
◽
Cited By ~ 169
Author(s):
G. Townsend
◽
B. Graimann
◽
G. Pfurtscheller
Keyword(s):
Motor Imagery
◽
Eeg Classification
◽
Continuous Eeg
Download Full-text
A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest
IEEE Access
◽
10.1109/access.2018.2860633
◽
2018
◽
Vol 6
◽
pp. 44944-44950
◽
Cited By ~ 7
Author(s):
Ranran Zhang
◽
Xiaoyan Xiao
◽
Zhi Liu
◽
Wei Jiang
◽
Jianwen Li
◽
...
Keyword(s):
Random Forest
◽
Motor Imagery
◽
Classification Method
◽
Eeg Classification
Download Full-text
Comparison of Motor Imagery EEG Classification using Feedforward and Convolutional Neural Network
10.1109/eurocon52738.2021.9535592
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2021
◽
Author(s):
Tamas Majoros
◽
Stefan Oniga
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Motor Imagery
◽
Eeg Classification
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Time-frequency decomposition-based weighted ensemble learning for motor imagery EEG classification
10.1109/rcar52367.2021.9517593
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2021
◽
Author(s):
Liangsheng Zheng
◽
Yue Ma
◽
Mengyao Li
◽
Yang Xiao
◽
Wei Feng
◽
...
Keyword(s):
Ensemble Learning
◽
Motor Imagery
◽
Eeg Classification
◽
Time Frequency
◽
Frequency Decomposition
Download Full-text
Wavelet Transform Time-Frequency Image and Convolutional Network-Based Motor Imagery EEG Classification
IEEE Access
◽
10.1109/access.2018.2889093
◽
2019
◽
Vol 7
◽
pp. 6084-6093
◽
Cited By ~ 19
Author(s):
Baoguo Xu
◽
Linlin Zhang
◽
Aiguo Song
◽
Changcheng Wu
◽
Wenlong Li
◽
...
Keyword(s):
Wavelet Transform
◽
Motor Imagery
◽
Convolutional Network
◽
Eeg Classification
◽
Time Frequency
Download Full-text
Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification
Journal of Neural Engineering
◽
10.1088/1741-2552/abd82b
◽
2021
◽
Author(s):
Xiuling Liu
◽
Linyang Lv
◽
Yonglong Shen
◽
Peng Xiong
◽
Jianli Yang
◽
...
Keyword(s):
Motor Imagery
◽
Space Time
◽
Multitask Learning
◽
Eeg Classification
◽
Time Frequency
◽
Frequency Feature
Download Full-text
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