Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection

[1]  Soraia M. Alarcão,et al.  Emotions Recognition Using EEG Signals: A Survey , 2019, IEEE Transactions on Affective Computing.

[2]  Seyed Kamaledin Setarehdan,et al.  Emotion recognition through EEG phase space dynamics and Dempster-Shafer theory. , 2019, Medical hypotheses.

[3]  Sten Hanke,et al.  Emotion Recognition from Physiological Signal Analysis: A Review , 2019, BRAINS/WS-AFFIN@AmI.

[4]  Antonio Fernández-Caballero,et al.  Multiscale Entropy Analysis for Recognition of Visually Elicited Negative Stress From EEG Recordings , 2019, Int. J. Neural Syst..

[5]  Zixing Zhang,et al.  Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives , 2018, ArXiv.

[6]  A. Varlamov,et al.  Same music, different emotions: assessing emotions and EEG correlates of music perception in children with ASD and typically developing peers , 2018, Advances in Autism.

[7]  Seung-Hwan Lee,et al.  An Integrated Model of Emotional Problems, Beta Power of Electroencephalography, and Low Frequency of Heart Rate Variability after Childhood Trauma in a Non-Clinical Sample: A Path Analysis Study , 2018, Front. Psychiatry.

[8]  Erik Cambria,et al.  A review of affective computing: From unimodal analysis to multimodal fusion , 2017, Inf. Fusion.

[9]  José Manuel Pastor,et al.  Symbolic Analysis of Brain Dynamics Detects Negative Stress , 2017, Entropy.

[10]  Saiful Bahri Mohamed,et al.  Human Emotion Detection via Brain Waves Study by Using Electroencephalogram (EEG) , 2016 .

[11]  Yoonsuh Jung,et al.  A K-fold averaging cross-validation procedure , 2015, Journal of nonparametric statistics.

[12]  Saeid Sanei,et al.  Adaptive Processing of Brain Signals: Sanei/Adaptive , 2013 .

[13]  Enzo Pasquale Scilingo,et al.  The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition , 2012, IEEE Transactions on Affective Computing.

[14]  Katya Rubia,et al.  The neurobiology of Meditation and its clinical effectiveness in psychiatric disorders , 2009, Biological Psychology.

[15]  Arnaud Delorme,et al.  EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis , 2004, Journal of Neuroscience Methods.

[16]  R. Cabeza,et al.  Event-related potentials of emotional memory: Encoding pleasant, unpleasant, and neutral pictures , 2002, Cognitive, affective & behavioral neuroscience.

[17]  W. Heller,et al.  The puzzle of regional brain activity in depression and anxiety: The importance of subtypes and comorbidity. , 1998 .

[18]  P. Ekman.  An argument for basic emotions , 1992 .

[19]  J. Russell.  A circumplex model of affect. , 1980 .

[20]  Naeem Ramzan,et al.  DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices , 2018, IEEE Journal of Biomedical and Health Informatics.

[21]  Houtan Jebelli,et al.  EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device , 2018, J. Comput. Civ. Eng..