Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network

Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition

(2020) Yucel Cimtay et al.   SENSORS

A Feature Extraction Method Based on Differential Entropy and Linear Discriminant Analysis for Emotion Recognition

(2019) Dong-Wei Chen et al.   SENSORS

Emotion Recognition from Multiband EEG Signals Using CapsNet

(2019) Hao Chao et al.   SENSORS

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG

(2019) Xiaofen Xing et al.   Frontiers in Neurorobotics

Building a Compact Convolutional Neural Network for Embedded Intelligent Sensor Systems Using Group Sparsity and Knowledge Distillation

(2019) Jungchan Cho et al.   SENSORS

A Multi-Column CNN Model for Emotion Recognition from EEG Signals

(2019) Heekyung Yang et al.   SENSORS

Long-Term Temporal Convolutions for Action Recognition

(2018) Gul Varol et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System

(2018) Yea-Hoon Kwon et al.   SENSORS

Enhancing Text Using Emotion Detected from EEG Signals

(2018) Akash Gupta et al.   Journal of Grid Computing

Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset

(2017) M. L. R. Menezes et al.   Personal and Ubiquitous Computing

Human Emotion Recognition with Electroencephalographic Multidimensional Features by Hybrid Deep Neural Networks

(2017) Youjun Li et al.   Applied Sciences-Basel

Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation

(2016) Yu-Dong Zhang et al.   IEEE Access

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

(2015) Wei-Long Zheng et al.   IEEE Transactions on Autonomous Mental Development

Feature Extraction and Selection for Emotion Recognition from EEG

(2014) Robert Jenke et al.   IEEE Transactions on Affective Computing

EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm

(2013) Hyun Joong Yoon et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Emotional state classification from EEG data using machine learning approach

(2013) Xiao-Wei Wang et al.   NEUROCOMPUTING

A comparison of univariate, vector, bilinear autoregressive, and band power features for brain–computer interfaces

(2011) Clemens Brunner et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

(2011) S. Koelstra et al.   IEEE Transactions on Affective Computing