Subject independent emotion recognition from EEG using VMD and deep learning
暂无分享,去创建一个
[1] Humera Farooq,et al. Investigating EEG Patterns for Dual-Stimuli Induced Human Fear Emotional State , 2019, Sensors.
[2] Gernot R. Müller-Putz,et al. Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets , 2019, IEEE Transactions on Cognitive and Developmental Systems.
[3] Yuan-Pin Lin,et al. EEG-Based Emotion Recognition in Music Listening , 2010, IEEE Transactions on Biomedical Engineering.
[4] Yi-Hung Liu,et al. Single-trial EEG-based emotion recognition using kernel Eigen-emotion pattern and adaptive support vector machine , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[5] Guillaume Chanel,et al. Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[6] Jennifer Healey,et al. Toward Machine Emotional Intelligence: Analysis of Affective Physiological State , 2001, IEEE Trans. Pattern Anal. Mach. Intell..
[7] Ida Laila Ahmad,et al. Determination of Angry Condition based on EEG, Speech and Heartbeat , 2012 .
[8] Bin Hu,et al. Exploring EEG Features in Cross-Subject Emotion Recognition , 2018, Front. Neurosci..
[9] Mohammad Soleymani,et al. Short-term emotion assessment in a recall paradigm , 2009, Int. J. Hum. Comput. Stud..
[10] Olga Sourina,et al. Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm , 2014, Trans. Comput. Sci..
[11] R. Dolan,et al. Emotion, Cognition, and Behavior , 2002, Science.
[12] Soraia M. Alarcão,et al. Emotions Recognition Using EEG Signals: A Survey , 2019, IEEE Transactions on Affective Computing.
[13] Bin Hu,et al. A Pervasive Approach to EEG-Based Depression Detection , 2018, Complex..
[14] Thierry Pun,et al. Multimodal Emotion Recognition in Response to Videos , 2012, IEEE Transactions on Affective Computing.
[15] Sahar Moghimi,et al. Toward automatic detection of brain responses to emotional music through analysis of EEG effective connectivity , 2016, Comput. Hum. Behav..
[16] Turgay Kaya,et al. Wavelet-based study of valence–arousal model of emotions on EEG signals with LabVIEW , 2016, Brain Informatics.
[17] B. F. Momin,et al. Stress detection and reduction using EEG signals , 2016, 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT).
[18] Bao-Liang Lu,et al. Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks , 2015, IEEE Transactions on Autonomous Mental Development.
[19] Chi Zhang,et al. Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain , 2017, BioMed research international.
[20] Mohammad Soleymani,et al. CROSS-CORPUS EEG-BASED EMOTION RECOGNITION , 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).
[21] Li Che,et al. Feature Extraction and Reconstruction by Using 2D-VMD Based on Carrier-Free UWB Radar Application in Human Motion Recognition , 2019, Sensors.
[22] Pasin Israsena,et al. EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation , 2014, TheScientificWorldJournal.
[23] Pasin Israsena,et al. Real-Time EEG-Based Happiness Detection System , 2013, TheScientificWorldJournal.
[24] T. Jung,et al. Fusion of electroencephalographic dynamics and musical contents for estimating emotional responses in music listening , 2014, Front. Neurosci..
[25] Bao-Liang Lu,et al. Emotional state classification from EEG data using machine learning approach , 2014, Neurocomputing.
[26] D. N. Tibarewala,et al. EEG based emotion recognition system using MFDFA as feature extractor , 2015, 2015 International Conference on Robotics, Automation, Control and Embedded Systems (RACE).
[27] J. Russell. A circumplex model of affect. , 1980 .
[28] John Atkinson,et al. Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers , 2016, Expert Syst. Appl..
[29] Suman Dabbu,et al. ANN based Joint Time and frequency analysis of EEG for detection of driver drowsiness , 2017 .
[30] J. Lerner,et al. Emotion and decision making. , 2015, Annual review of psychology.
[31] N. Huang,et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[32] P. Lang. The emotion probe. Studies of motivation and attention. , 1995, The American psychologist.
[33] Michael D. Robinson,et al. Measures of emotion: A review , 2009, Cognition & emotion.
[34] Leontios J. Hadjileontiadis,et al. Emotion Recognition From EEG Using Higher Order Crossings , 2010, IEEE Transactions on Information Technology in Biomedicine.
[35] Klaus Wehrle,et al. EEG-based automatic emotion recognition: Feature extraction, selection and classification methods , 2016, 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom).
[36] Abeer J. Hani,et al. American Clinical Neurophysiology Society Guideline 2: Guidelines for Standard Electrode Position Nomenclature , 2016, The Neurodiagnostic journal.
[37] Hansa Rani Gupta,et al. Power Spectrum Estimation using Welch Method for various Window Techniques , 2013 .
[38] Yu Cao,et al. ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition , 2016, Sensors.
[39] Aydin Akan,et al. Emotion recognition from EEG signals by using multivariate empirical mode decomposition , 2018, Pattern Analysis and Applications.
[40] Olga Sourina,et al. Real-time EEG-based emotion monitoring using stable features , 2015, The Visual Computer.
[41] K. R. Seeja,et al. Subject-Independent Emotion Detection from EEG Signals Using Deep Neural Network , 2018, International Conference on Innovative Computing and Communications.
[42] Dominique Zosso,et al. Variational Mode Decomposition , 2014, IEEE Transactions on Signal Processing.
[43] Konstantinos N. Plataniotis,et al. Affect recognition using EEG signal , 2012, 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP).
[44] Bao-Liang Lu,et al. EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines , 2011, ICONIP.
[45] K. R. Seeja,et al. Emotional State Recognition with EEG Signals Using Subject Independent Approach , 2018, WIR.
[46] Javad Frounchi,et al. Wavelet-based emotion recognition system using EEG signal , 2017, Neural Computing and Applications.