Motor Imagery EEG Signal Processing and Classification using Machine Learning Approach

Jordanian Journal of Computers and Information Technology ◽

10.5455/jjcit.71-1512555333 ◽

2018 ◽

pp. 80 ◽

Author(s):

S Sreeja ◽

Debasis Samanta ◽

Pabitra Mitra ◽

Monalisa Sarma

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Motor Imagery ◽

Learning Approach ◽

Machine Learning Approach ◽

Eeg Signal Processing

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Motor Imagery EEG Signal Processing and Classification Using Machine Learning Approach

2017 International Conference on New Trends in Computing Sciences (ICTCS) ◽

10.1109/ictcs.2017.15 ◽

2017 ◽

Author(s):

S.R. Sreeja ◽

Joytirmoy Rabha ◽

K.Y. Nagarjuna ◽

Debasis Samanta ◽

Pabitra Mitra ◽

...

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Motor Imagery ◽

Learning Approach ◽

Machine Learning Approach ◽

Eeg Signal Processing

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Comparison of Three Motor Imagery EEG Signal Processing Methods

Advances in Intelligent and Soft Computing - Advances in Multimedia, Software Engineering and Computing Vol.2 ◽

10.1007/978-3-642-25986-9_79 ◽

2011 ◽

pp. 503-508

Author(s):

Dan Xiao

Keyword(s):

Signal Processing ◽

Motor Imagery ◽

Processing Methods ◽

Signal Processing Methods ◽

Eeg Signal Processing

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Analysis of EEG Signal for Drowsy Detection: A Machine Learning Approach

10.1007/978-981-16-4713-0_7 ◽

2021 ◽

pp. 147-164

Author(s):

B Venkata Phanikrishna ◽

Suchismita Chinara

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Machine Learning Approach

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A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852240 ◽

2019 ◽

Author(s):

Cosimo Ieracitano ◽

Nadia Mammone ◽

Alessia Bramanti ◽

Silvia Marino ◽

Amir Hussain ◽

...

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Learning System ◽

Time Frequency ◽

Brain States ◽

Eeg Signal Processing

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A Comparison Study on EEG Signal Processing Techniques Using Motor Imagery EEG Data

2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms.2017.113 ◽

2017 ◽

Author(s):

Vangelis P. Oikonomou ◽

Kostas Georgiadis ◽

George Liaros ◽

Spiros Nikolopoulos ◽

Ioannis Kompatsiaris

Keyword(s):

Signal Processing ◽

Motor Imagery ◽

Comparison Study ◽

Eeg Data ◽

Processing Techniques ◽

Signal Processing Techniques ◽

Eeg Signal Processing

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Classification of Musical Preference in Generation Z Through EEG Signal Processing and Machine Learning

Advances in Intelligent Systems and Computing - Intelligent Systems Design and Applications ◽

10.1007/978-3-030-71187-0_11 ◽

2021 ◽

pp. 117-127

Author(s):

Billy Ward ◽

Chandresh Pravin ◽

Alec Chetcuti ◽

Yoshikatsu Hayashi ◽

Varun Ojha

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Musical Preference ◽

Generation Z ◽

Eeg Signal Processing

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Platform for EEG signal processing for motor imagery - application Brain Computer Interface

2013 2nd International Conference on Advances in Biomedical Engineering ◽

10.1109/icabme.2013.6648839 ◽

2013 ◽

Author(s):

Marie Saker ◽

Sandy Rihana

Keyword(s):

Signal Processing ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Eeg Signal Processing

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Editorial commentary on special issue of Advances in EEG Signal Processing and Machine Learning for Epileptic Seizure Detection and Prediction

Journal of Biomedical Research ◽

10.7555/jbr.34.20200700 ◽

2020 ◽

Vol 34 (3) ◽

pp. 149

Author(s):

Larbi Boubchir ◽

◽

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Epileptic Seizure ◽

Seizure Detection ◽

Special Issue ◽

Epileptic Seizure Detection ◽

Editorial Commentary ◽

Eeg Signal Processing

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Motor imagery analysis based on EEG signal processing

IFMBE Proceedings - World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany ◽

10.1007/978-3-642-03882-2_313 ◽

2009 ◽

pp. 1178-1181

Author(s):

G. M. Ungureanu ◽

D. D. Taralunga ◽

R. Strungaru

Keyword(s):

Signal Processing ◽

Motor Imagery ◽

Eeg Signal Processing

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Effective Data Acquisition for Machine Learning Algorithm in EEG Signal Processing

Advances in Intelligent Systems and Computing - Soft Computing: Theories and Applications ◽

10.1007/978-981-10-5699-4_23 ◽

2017 ◽

pp. 233-244 ◽

Author(s):

James Bonello ◽

Lalit Garg ◽

Gaurav Garg ◽

Eliazar Elisha Audu

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Data Acquisition ◽

Learning Algorithm ◽

Machine Learning Algorithm ◽

Eeg Signal Processing

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