Emotion Recognition from EEG Signals by Using Empirical Mode Decomposition

Eeg Signals ◽

Emotion recognition from EEG signals by using multivariate empirical mode decomposition

Pattern Analysis and Applications ◽

10.1007/s10044-016-0567-6 ◽

2016 ◽

Vol 21 (1) ◽

pp. 81-89 ◽

Cited By ~ 61

Author(s):

Ahmet Mert ◽

Aydin Akan

Keyword(s):

Emotion Recognition ◽

Eeg Signals ◽

Multivariate Empirical Mode Decomposition ◽

Emotion recognition from EEG signals using empirical mode decomposition and second-order difference plot

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2020.102389 ◽

2021 ◽

Vol 65 ◽

pp. 102389

Author(s):

Nilima Salankar ◽

Pratikshya Mishra ◽

Lalit Garg

Keyword(s):

Emotion Recognition ◽

Second Order ◽

Eeg Signals ◽

Order Difference ◽

Mode Decomposition ◽

Difference Plot

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Emotion Recognition for Brain Machine Interface: Non-linear Spectral Analysis of EEG Signals Using Empirical Mode Decomposition

10.1109/embc.2018.8512228 ◽

2018 ◽

Cited By ~ 2

Author(s):

Tommaso Carella ◽

Matteo De Silvestri ◽

Mary Finedore ◽

Isaac Haniff ◽

Hananeh Esmailbeigi

Keyword(s):

Spectral Analysis ◽

Emotion Recognition ◽

Brain Machine Interface ◽

Eeg Signals ◽

Mode Decomposition ◽

Non Linear ◽

Machine Interface

Facial emotion recognition under noisy environment using empirical mode decomposition

2016 3rd International Conference on Electronic Design (ICED) ◽

10.1109/iced.2016.7804691 ◽

2016 ◽

Author(s):

Hasimah Ali ◽

Muthusamy Hariharan ◽

Abdul Hamid Adom ◽

Siti Khadijah Zaaba ◽

Mohamed Elshaikh ◽

...

Keyword(s):

Emotion Recognition ◽

Facial Emotion Recognition ◽

Facial Emotion ◽

Noisy Environment ◽

Localization of Active Brain Sources From EEG Signals Using Empirical Mode Decomposition: A Comparative Study

Frontiers in Integrative Neuroscience ◽

10.3389/fnint.2018.00055 ◽

2018 ◽

Vol 12 ◽

Cited By ~ 7

Author(s):

Pablo Andrés Muñoz-Gutiérrez ◽

Eduardo Giraldo ◽

Maximiliano Bueno-López ◽

Marta Molinas

Keyword(s):

Comparative Study ◽

Eeg Signals ◽

2014 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

The removal of EMG artifact from EEG signals by the multivariate empirical mode decomposition

10.1109/icspcc.2014.6986322 ◽

2014 ◽

Cited By ~ 5

Author(s):

Chaolin Teng ◽

Yanyan Zhang ◽

Gang Wang

Keyword(s):

Eeg Signals ◽

Multivariate Empirical Mode Decomposition ◽

Electroencephalogram Emotion Recognition Based on Empirical Mode Decomposition and Optimal Feature Selection

IEEE Transactions on Cognitive and Developmental Systems ◽

10.1109/tcds.2018.2868121 ◽

2019 ◽

Vol 11 (4) ◽

pp. 517-526 ◽

Cited By ~ 1

Author(s):

Zhen-Tao Liu ◽

Qiao Xie ◽

Min Wu ◽

Wei-Hua Cao ◽

Dan-Yun Li ◽

...

Keyword(s):

Feature Selection ◽

Emotion Recognition ◽

Mode Decomposition ◽

Optimal Feature Selection ◽

Optimal Feature

An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280754 ◽

2015 ◽

Cited By ~ 17

Author(s):

Pramod Gaur ◽

Ram Bilas Pachori ◽

Hui Wang ◽

Girijesh Prasad

Keyword(s):

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Eeg Signals ◽

Filtering Method ◽

Inter-Trial Analysis of Post-Movement Beta Activities in EEG Signals Using Multivariate Empirical Mode Decomposition

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2013.2258940 ◽

2013 ◽

Vol 21 (4) ◽

pp. 607-615 ◽

Cited By ~ 8

Author(s):

Hsiang-Chih Chang ◽

Po-Lei Lee ◽

Men-Tzung Lo ◽

Yu-Te Wu ◽

Kuo-Wei Wang ◽

...

Keyword(s):

Eeg Signals ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition ◽

Trial Analysis

Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition

BioMedical Engineering OnLine ◽

10.1186/1475-925x-9-25 ◽

2010 ◽

Vol 9 (1) ◽

pp. 25 ◽

Cited By ~ 15

Author(s):

Chia-Lung Yeh ◽

Hsiang-Chih Chang ◽

Chi-Hsun Wu ◽

Po-Lei Lee

Keyword(s):

Single Trial ◽

Eeg Signals ◽