A Review on Machine Learning for EEG Signal Processing in Bioengineering

IEEE Reviews in Biomedical Engineering ◽

10.1109/rbme.2020.2969915 ◽

2020 ◽

pp. 1-1

Author(s):

Mohammad-Parsa Hosseini ◽

Amin Hosseini ◽

Kiarash Ahi

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Eeg Signal Processing

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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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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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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 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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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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Emotional behavior analysis based on EEG signal processing using Machine Learning: A case study

2021 International Congress of Advanced Technology and Engineering (ICOTEN) ◽

10.1109/icoten52080.2021.9493537 ◽

2021 ◽

Author(s):

Salim Klibi ◽

Makram Mestiri ◽

Imed Riadh Farah

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Behavior Analysis ◽

Emotional Behavior ◽

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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Python (Deep Learning and Machine Learning) for EEG Signal Processing on the Example of Recognizing the Disease of Alcoholism

SSRN Electronic Journal ◽

10.2139/ssrn.3717324 ◽

2020 ◽

Author(s):

Ildar Rakhmatulin

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Deep Learning ◽

Eeg Signal Processing

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EEG Signal Processing and Machine Learning

10.1002/9781119386957 ◽

2021 ◽

Author(s):

Saeid Sanei ◽

Jonathon A. Chambers

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Eeg Signal Processing

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EEG Signal Processing: Feature extraction, selection and classification methods

10.1049/pbhe016e ◽

2019 ◽

Keyword(s):

Signal Processing ◽

Feature Extraction ◽

Classification Methods ◽

Eeg Signal Processing

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