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

A novel EEG-based approach to classify emotions through phase space dynamics

(2019) Morteza Zangeneh Soroush et al.   Signal Image and Video Processing

Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network

(2018)   IEEE Transactions on Neural Networks and Learning Systems

Bio-inspired fault detection circuits based on synapse and spiking neuron models

(2018) Junxiu Liu et al.   NEUROCOMPUTING

Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals

(2017) Yong-Jin Liu et al.   IEEE Transactions on Affective Computing

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

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

EEG-based mild depressive detection using feature selection methods and classifiers

(2016) Xiaowei Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A novel deep learning approach for classification of EEG motor imagery signals

(2016) Yousef Rezaei Tabar et al.   Journal of Neural Engineering

ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition

(2016) Jianhai Zhang et al.   SENSORS

Novel Active Comb-Shaped Dry Electrode for EEG Measurement in Hairy Site

(2015) Yan-Jun Huang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

EEG signals classification using the K-means clustering and a multilayer perceptron neural network model

(2011) Umut Orhan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dry and Noncontact EEG Sensors for Mobile Brain–Computer Interfaces

(2011) Yu Mike Chi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Ubiquitous emotion-aware computing

(2011) Egon L. van den Broek   Personal and Ubiquitous 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

EEG signal classification using PCA, ICA, LDA and support vector machines

(2010) Abdulhamit Subasi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Brain-Computer Interface Controlled Auditory Event-Related Potential (P300) Spelling System for Locked-In Patients

(2009) Andrea Kübler et al.   Annals of the New York Academy of Sciences

Emotion Recognition From EEG Using Higher Order Crossings

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