A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification

Signal Image and Video Processing ◽

10.1007/s11760-021-01924-3 ◽

2021 ◽

Author(s):

Minmin Miao ◽

Wenjun Hu ◽

Wenbin Zhang

Keyword(s):

Neural Network ◽

Spatial Frequency ◽

Convolutional Neural Network ◽

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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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 ◽

Motor Imagery ◽

Recurrence Plot ◽

Classification Algorithm ◽

Convolution Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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A Deep Convolutional Neural Network Framework for EEG Signal Classification

SSRN Electronic Journal ◽

10.2139/ssrn.3970602 ◽

2021 ◽

Author(s):

Aswini A ◽

Sreeraj S

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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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) ◽

10.1109/bci48061.2020.9061635 ◽

2020 ◽

Author(s):

Jeonghyun Kim ◽

Yongkoo Park ◽

Wonzoo Chung

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Signal Classification ◽

Feature Construction ◽

Eeg Signal ◽

Eeg Signal Classification

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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 ◽

Kai Sun ◽

Fang Shen ◽

...

Keyword(s):

Neural Network ◽

Discriminant Analysis ◽

Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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Analysis of EEG Signal Classification for Application in SSVEP-Based BCI Using Convolutional Neural Network

10.1007/978-981-16-6636-0_45 ◽

2021 ◽

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

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Four-Class Motor Imagery EEG Signal Classification using PCA, Wavelet and Two-Stage Neural Network

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2019.0100562 ◽

2019 ◽

Vol 10 (5) ◽

Cited By ~ 4

Author(s):

Md. Asadur Rahman ◽

Farzana Khanam ◽

Md. Kazem ◽

Mohammad Khurshed ◽

Mohiuddin Ahmad

Keyword(s):

Neural Network ◽

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Two Stage ◽

Eeg Signal Classification

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Time Domain Features for EEG Signal Classification of Four Class Motor Imagery Using Artificial Neural Network

Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-33-6926-9_53 ◽

2021 ◽

pp. 605-612

Author(s):

Rahmat Widadi ◽

Dodi Zulherman ◽

S. Rama Febriyan Ari

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Motor Imagery ◽

Time Domain ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification ◽

Artificial Neural

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A Deep Transfer Convolutional Neural Network Framework for EEG Signal Classification

IEEE Access ◽

10.1109/access.2019.2930958 ◽

2019 ◽

Vol 7 ◽

pp. 112767-112776 ◽

Cited By ~ 16

Author(s):

Gaowei Xu ◽

Xiaoang Shen ◽

Sirui Chen ◽

Yongshuo Zong ◽

Canyang Zhang ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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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 ◽

A. S. Muthanantha Murugavel ◽

P. Saravanan

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

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 ◽

Vol 11 ◽

Cited By ~ 7

Author(s):

Yunyuan Gao ◽

Bo Gao ◽

Qiang Chen ◽

Jia Liu ◽

Yingchun Zhang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification ◽

Electroencephalogram Eeg

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