EEG-based emotion recognition using 4D convolutional recurrent neural network
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Wanzeng Kong | Jianhai Zhang | Hong Zeng | Guojun Dai | Fangyao Shen | Guang Lin | Jianhai Zhang | Guojun Dai | Fangyao Shen | H. Zeng | Guang Lin | Wanzeng Kong | Hong Zeng
[1] Stefan Haufe,et al. The Berlin Brain-Computer Interface: Progress Beyond Communication and Control , 2016, Front. Neurosci..
[2] Mahdi Bamdad,et al. Application of BCI systems in neurorehabilitation: a scoping review , 2015, Disability and rehabilitation. Assistive technology.
[3] Rohit Prasad,et al. Robust EEG emotion classification using segment level decision fusion , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[4] Charalampos Bratsas,et al. Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli , 2010, IEEE Transactions on Information Technology in Biomedicine.
[5] Xiaowei Chen,et al. Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition , 2018, ICONIP.
[6] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[7] Anton Nijholt,et al. Emotional brain-computer interfaces , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.
[8] A. Nijholt,et al. A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges , 2014 .
[9] Hamido Fujita,et al. Unsupervised emotional state classification through physiological parameters for social robotics applications , 2020, Knowl. Based Syst..
[10] Brendan McCane,et al. EmotioNet: A 3-D Convolutional Neural Network for EEG-based Emotion Recognition , 2018, 2018 International Joint Conference on Neural Networks (IJCNN).
[11] F Babiloni,et al. Passive BCI beyond the lab: current trends and future directions , 2018, Physiological measurement.
[12] Tong Zhang,et al. Spatial–Temporal Recurrent Neural Network for Emotion Recognition , 2017, IEEE Transactions on Cybernetics.
[13] Fabio Babiloni,et al. How Neurophysiological Measures Can be Used to Enhance the Evaluation of Remote Tower Solutions , 2019, Front. Hum. Neurosci..
[14] Fabio Babiloni,et al. Brain–Computer Interfaces: Toward a Daily Life Employment , 2020, Brain sciences.
[15] Soraia M. Alarcão,et al. Emotions Recognition Using EEG Signals: A Survey , 2019, IEEE Transactions on Affective Computing.
[16] Thierry Pun,et al. DEAP: A Database for Emotion Analysis ;Using Physiological Signals , 2012, IEEE Transactions on Affective Computing.
[17] Zhaoxiang Zhang,et al. Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition , 2017, Cognitive Computation.
[18] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[19] Ming Qiu,et al. Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network , 2018, 2018 International Joint Conference on Neural Networks (IJCNN).
[20] Brendan Z. Allison,et al. The Hybrid BCI , 2010, Frontiers in Neuroscience.
[21] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[22] Jiaming Zhang,et al. EEG Emotion Classification Using an Improved SincNet-Based Deep Learning Model , 2019, Brain sciences.
[23] M. Akin,et al. Comparison of Wavelet Transform and FFT Methods in the Analysis of EEG Signals , 2002, Journal of Medical Systems.
[24] Guojun Dai,et al. EEG classification of driver mental states by deep learning , 2018, Cognitive Neurodynamics.
[25] George N. Votsis,et al. Emotion recognition in human-computer interaction , 2001, IEEE Signal Process. Mag..
[26] Wenming Zheng,et al. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks , 2020, IEEE Transactions on Affective Computing.
[27] G. R. Figueiredo,et al. Attentional bias for emotional faces in depressed and non-depressed individuals: an eye-tracking study , 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[28] Björn W. Schuller,et al. Attention-augmented End-to-end Multi-task Learning for Emotion Prediction from Speech , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[29] Fabio Babiloni,et al. A LightGBM-Based EEG Analysis Method for Driver Mental States Classification , 2019, Comput. Intell. Neurosci..
[30] Bao-Liang Lu,et al. Differential entropy feature for EEG-based emotion classification , 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).
[31] Christian Mühl,et al. Valence, arousal and dominance in the EEG during game play , 2013, Int. J. Auton. Adapt. Commun. Syst..
[32] A. Goshvarpour,et al. EEG spectral powers and source localization in depressing, sad, and fun music videos focusing on gender differences , 2018, Cognitive Neurodynamics.
[33] Hao Tang,et al. Emotion Recognition using Multimodal Residual LSTM Network , 2019, ACM Multimedia.
[34] Yu-Liang Hsu,et al. Automatic ECG-Based Emotion Recognition in Music Listening , 2020, IEEE Transactions on Affective Computing.
[35] Jiajin Yuan,et al. EEG oscillations reflect task effects for the change detection in vocal emotion , 2014, Cognitive Neurodynamics.
[36] Mariska J Vansteensel,et al. Brain-computer interfaces for communication. , 2020, Handbook of clinical neurology.
[37] Fabio Babiloni,et al. Mental workload estimations in unilateral deafened children , 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[38] Fabio Babiloni,et al. Assessment of driving fatigue based on intra/inter-region phase synchronization , 2017, Neurocomputing.
[39] Thierry Pun,et al. A channel selection method for EEG classification in emotion assessment based on synchronization likelihood , 2007, 2007 15th European Signal Processing Conference.
[40] B. Fischl,et al. Direct Visualization of the Perforant Pathway in the Human Brain with Ex Vivo Diffusion Tensor Imaging , 2010, Front. Hum. Neurosci..
[41] Haibo Li,et al. Sparse Kernel Reduced-Rank Regression for Bimodal Emotion Recognition From Facial Expression and Speech , 2016, IEEE Transactions on Multimedia.
[42] Bao-Liang Lu,et al. Identifying Stable Patterns over Time for Emotion Recognition from EEG , 2016, IEEE Transactions on Affective Computing.
[43] Touradj Ebrahimi,et al. EEG Correlates of Different Emotional States Elicited during Watching Music Videos , 2011, ACII.
[44] 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.