EEG-Based Emotion Recognition via Neural Architecture Search

Emotion detection using electroencephalography signals and a zero-time windowing-based epoch estimation and relevant electrode identification

(2021) Sofien Gannouni et al.   Scientific Reports

Emotion recognition based on EEG feature maps through deep learning network

(2021) Ante Topic et al.   Engineering Science and Technology-An International Journal-JESTECH

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

(2020) Yucel Cimtay et al.   SENSORS

Comparison of different feature extraction methods for EEG-based emotion recognition

(2020) Rab Nawaz et al.   Biocybernetics and Biomedical Engineering

Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network

(2020) Yu Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder

(2020) Junxiu Liu et al.   Frontiers in Systems Neuroscience

A Novel Multivariate-Multiscale Approach for Computing EEG Spectral and Temporal Complexity for Human Emotion Recognition

(2020) Abhijit Bhattacharyya et al.   IEEE SENSORS JOURNAL

EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

(2020) Yongqiang Yin et al.   APPLIED SOFT COMPUTING

Emotion Recognition From Multi-Channel EEG via Deep Forest

(2020) Juan Cheng et al.   IEEE Journal of Biomedical and Health Informatics

A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition

(2020) Zhongke Gao et al.   IEEE Transactions on Cognitive and Developmental Systems

A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis

(2019) Dalin Zhang et al.   IEEE SIGNAL PROCESSING LETTERS

CLU-CNNs: Object detection for medical images

(2019) Zhuoling Li et al.   NEUROCOMPUTING

Robust Multichannel EEG Compressed Sensing in the Presence of Mixed Noise

(2019) Chang Li et al.   IEEE SENSORS JOURNAL

Emotion recognition from multichannel EEG signals using K-nearest neighbor classification

(2018) Mi Li et al.   TECHNOLOGY AND HEALTH CARE

DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices

(2018) Stamos Katsigiannis et al.   IEEE Journal of Biomedical and Health Informatics

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

(2018) Tengfei Song et al.   IEEE Transactions on Affective Computing

Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Review

(2017) Abeer Al-Nafjan et al.   Applied Sciences-Basel

Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis

(2017) Wenming Zheng   IEEE Transactions on Cognitive and Developmental Systems

Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection

(2016) Mohammad Soleymani et al.   IEEE Transactions on Affective Computing

Computer-Aided Diagnosis of Depression Using EEG Signals

(2015) U. Rajendra Acharya et al.   EUROPEAN NEUROLOGY

Emotional state classification from EEG data using machine learning approach

(2013) Xiao-Wei Wang et al.   NEUROCOMPUTING

EEG-based vigilance estimation using extreme learning machines

(2012) Li-Chen Shi et al.   NEUROCOMPUTING

Multimodal Emotion Recognition in Response to Videos

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

ECG Pattern Analysis for Emotion Detection

(2011) F. Agrafioti et al.   IEEE Transactions on Affective Computing

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

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

Survey on speech emotion recognition: Features, classification schemes, and databases

(2010) Moataz El Ayadi et al.   PATTERN RECOGNITION

Emotion Recognition From EEG Using Higher Order Crossings

(2009) P.C. Petrantonakis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE