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Analysis of EEG Signal Classification for Application in SSVEP-Based BCI Using Convolutional Neural Network
Mapping Intimacies
◽
10.1007/978-981-16-6636-0_45
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2021
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pp. 593-606
Author(s):
Md. Saiful Islam Leon
◽
Jarina Akter
◽
Nazmus Sakib
◽
Md. Kafiul Islam
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Signal Classification
◽
Eeg Signal
◽
Eeg Signal Classification
Download Full-text
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A Deep Convolutional Neural Network Framework for EEG Signal Classification
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10.2139/ssrn.3970602
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2021
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Author(s):
Aswini A
◽
Sreeraj S
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Neural Network
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Convolutional Neural Network
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Deep Convolutional Neural Network
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Eeg Signal
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Transform based feature construction utilizing magnitude and phase for convolutional neural network in EEG signal classification
2020 8th International Winter Conference on Brain-Computer Interface (BCI)
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10.1109/bci48061.2020.9061635
◽
2020
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Author(s):
Jeonghyun Kim
◽
Yongkoo Park
◽
Wonzoo Chung
Keyword(s):
Neural Network
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Convolutional Neural Network
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Signal Classification
◽
Feature Construction
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Tensor Discriminant Analysis for MI-EEG Signal Classification Using Convolutional Neural Network
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2019.8857422
◽
2019
◽
Author(s):
Shoulin Huang
◽
Hao Peng
◽
Yang Chen
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Kai Sun
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Fang Shen
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...
Keyword(s):
Neural Network
◽
Discriminant Analysis
◽
Convolutional Neural Network
◽
Signal Classification
◽
Eeg Signal
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Eeg Signal Classification
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A Deep Transfer Convolutional Neural Network Framework for EEG Signal Classification
IEEE Access
◽
10.1109/access.2019.2930958
◽
2019
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Vol 7
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pp. 112767-112776
◽
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Author(s):
Gaowei Xu
◽
Xiaoang Shen
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Sirui Chen
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Yongshuo Zong
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Canyang Zhang
◽
...
Keyword(s):
Neural Network
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Convolutional Neural Network
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Signal Classification
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Eeg Signal
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Eeg Signal Classification
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A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification
Signal Image and Video Processing
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10.1007/s11760-021-01924-3
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2021
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Author(s):
Minmin Miao
◽
Wenjun Hu
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Wenbin Zhang
Keyword(s):
Neural Network
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Spatial Frequency
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Convolutional Neural Network
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Motor Imagery
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Epileptic EEG Signal Classification using Multi-class Convolutional Neural Network
2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN)
◽
10.1109/vitecon.2019.8899453
◽
2019
◽
Author(s):
S. Ramakrishnan
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A. S. Muthanantha Murugavel
◽
P. Saravanan
Keyword(s):
Neural Network
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Convolutional Neural Network
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Signal Classification
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Eeg Signal
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Eeg Signal Classification
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Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification
Frontiers in Neurology
◽
10.3389/fneur.2020.00375
◽
2020
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Vol 11
◽
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Author(s):
Yunyuan Gao
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Jia Liu
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Yingchun Zhang
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Neural Network
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Convolutional Neural Network
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Deep Convolutional Neural Network
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Signal Classification
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Eeg Signal
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Electroencephalogram Eeg
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A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network
Pattern Recognition Letters
◽
10.1016/j.patrec.2021.03.023
◽
2021
◽
Author(s):
XianJia Meng
◽
Shi Qiu
◽
Shaohua Wan
◽
Keyang Cheng
◽
Lei Cui
Keyword(s):
Neural Network
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Motor Imagery
◽
Recurrence Plot
◽
Classification Algorithm
◽
Convolution Neural Network
◽
Signal Classification
◽
Eeg Signal
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Eeg Signal Classification
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An Improved EEG Signal Classification Using Neural Network with the Consequence of ICA and STFT
Journal of Electrical Engineering and Technology
◽
10.5370/jeet.2014.9.3.1060
◽
2014
◽
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(3)
◽
pp. 1060-1071
◽
Cited By ~ 17
Author(s):
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◽
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Keyword(s):
Neural Network
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Signal Classification
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Eeg Signal
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Eeg Signal Classification
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EEG Signal Classification Using Neural Network and Support Vector Machine in Brain Computer Interface
Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016
◽
10.1007/978-3-319-48308-5_24
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◽
pp. 246-256
◽
Cited By ~ 3
Author(s):
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◽
M. Hosny
◽
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◽
Shawky Ibrahim
Keyword(s):
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◽
Support Vector Machine
◽
Brain Computer Interface
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Signal Classification
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Support Vector
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Eeg Signal
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Eeg Signal Classification
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