Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism

Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey

(2022) Xun Chen et al.   IEEE SIGNAL PROCESSING MAGAZINE

Emotion recognition based on EEG feature maps through deep learning network

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EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier

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Ensemble Machine Learning-Based Affective Computing for Emotion Recognition Using Dual-Decomposed EEG Signals

(2021) Kranti S. Kamble et al.   IEEE SENSORS JOURNAL

EEG-Based Emotion Recognition via Neural Architecture Search

(2021) Chang Li et al.   IEEE Transactions on Affective Computing

Automated emotion recognition based on higher order statistics and deep learning algorithm

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

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EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

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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

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

Emotion Recognition from Multiband EEG Signals Using CapsNet

(2019) Hao Chao et al.   SENSORS

Robust Multichannel EEG Compressed Sensing in the Presence of Mixed Noise

(2019) Chang Li et al.   IEEE SENSORS JOURNAL

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

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A Review of Emotion Recognition Using Physiological Signals

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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

A mutual information based adaptive windowing of informative EEG for emotion recognition

(2018) Laura Piho et al.   IEEE Transactions on Affective Computing

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

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

Recognition of Emotions Using Multichannel EEG Data and DBN-GC-Based Ensemble Deep Learning Framework

(2018) Hao Chao et al.   Computational Intelligence and Neuroscience

Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals

(2018) Vipin Gupta et al.   IEEE SENSORS JOURNAL

An overview of multi-task learning

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Emotional state classification from EEG data using machine learning approach

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3D Convolutional Neural Networks for Human Action Recognition

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DEAP: A Database for Emotion Analysis ;Using Physiological Signals

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Emotion Recognition From EEG Using Higher Order Crossings

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EEG feature extraction based on wavelet packet decomposition for brain computer interface

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