Using Convolution Neural Networks Pattern for Classification of Motor Imagery in BCI System

Lecture Notes in Electrical Engineering - Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019 ◽

10.1007/978-981-15-5281-6_48 ◽

2020 ◽

pp. 683-692

Author(s):

Sepideh Zolfaghari ◽

Tohid Yousefi Rezaii ◽

Saeed Meshgini ◽

Ali Farzamnia

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolution Neural Networks ◽

Bci System

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Classification of EEG Motor Imagery Tasks Using Convolution Neural Networks

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857933 ◽

2019 ◽

Author(s):

Sai Ho Ling ◽

Henry Makgawinata ◽

Fernando Huerta Monsivais ◽

Andre dos Santos Goncalves Lourenco ◽

Juan Lyu ◽

...

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolution Neural Networks

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A convolution neural networks scheme for classification of motor imagery EEG based on wavelet time-frequecy image

2018 International Conference on Information Networking (ICOIN) ◽

10.1109/icoin.2018.8343254 ◽

2018 ◽

Cited By ~ 12

Author(s):

Hyeon Kyu Lee ◽

Young-Seok Choi

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolution Neural Networks

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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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Classification of multiple motor imagery using deep convolutional neural networks and spatial filters

Applied Soft Computing ◽

10.1016/j.asoc.2018.11.031 ◽

2019 ◽

Vol 75 ◽

pp. 461-472 ◽

Cited By ~ 16

Author(s):

Brenda E. Olivas-Padilla ◽

Mario I. Chacon-Murguia

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Spatial Filters

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Single-trial EEG classification of motor imagery using deep convolutional neural networks

Optik ◽

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

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Classification of Kannada Hand Written Alphabets Using Multi-class Support Vector Machine with Convolution Neural Networks

Learning and Analytics in Intelligent Systems - Intelligent Computing Paradigm and Cutting-edge Technologies ◽

10.1007/978-3-030-65407-8_40 ◽

2021 ◽

pp. 455-463

Author(s):

Kusumika Krori Dutta ◽

Aniruddh Herle ◽

Lochan Appanna ◽

A. Tushar ◽

K. Tejaswini

Keyword(s):

Neural Networks ◽

Support Vector Machine ◽

Support Vector ◽

Convolution Neural Networks

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Deep Convolution Neural Networks for the Classification of Robot Execution Failures

2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) ◽

10.1109/safeprocess45799.2019.9213393 ◽

2019 ◽

Author(s):

Ying Liu ◽

Xiuqing Wang ◽

Xuemei Ren ◽

Feng Lyu

Keyword(s):

Neural Networks ◽

Convolution Neural Networks

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Early Detection of Brain Tumor and Classification of MRI Images Using Convolution Neural Networks

Innovations in Computer Science and Engineering - Lecture Notes in Networks and Systems ◽

10.1007/978-981-13-7082-3_49 ◽

2019 ◽

pp. 427-436

Author(s):

Kumbham Bhargavi ◽

Jangam J. S. Mani

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Early Detection ◽

Convolution Neural Networks

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Recurrent convolution neural networks for classification of protein-protein interaction articles from biomedical literature

2017 Third International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN) ◽

10.1109/icrcicn.2017.8234505 ◽

2017 ◽

Cited By ~ 1

Author(s):

Sabenabanu Abdulkadhar ◽

Gurusamy Murugesan ◽

Jeyakumar Natarajan

Keyword(s):

Neural Networks ◽

Protein Interaction ◽

Biomedical Literature ◽

Convolution Neural Networks ◽

Protein Protein Interaction

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Object Movement Motor Imagery for EEG based BCI System using Convolutional Neural Networks

2021 9th International Winter Conference on Brain-Computer Interface (BCI) ◽

10.1109/bci51272.2021.9385319 ◽

2021 ◽

Author(s):

Eneo Petoku ◽

Genci Capi

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolutional Neural Networks ◽

Object Movement ◽

Bci System

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