Electroencephalogram Access for Emotion Recognition Based on a Deep Hybrid Network

Emotion Recognition Using Convolutional Neural Network with Selected Statistical Photoplethysmogram Features

(2020) MinSeop Lee et al.   Applied Sciences-Basel

A machine emotion transfer model for intelligent human-machine interaction based on group division

(2020) Guorong Xiao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Modern Deep Learning in Bioinformatics

(2020) Haoyang Li et al.   Journal of Molecular Cell Biology

Deep learning in bioinformatics: Introduction, application, and perspective in the big data era

(2019) Yu Li et al.   METHODS

Emotion Recognition from Multiband EEG Signals Using CapsNet

(2019) Hao Chao et al.   SENSORS

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

(2019) Xiaofen Xing et al.   Frontiers in Neurorobotics

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations

(2019) Peiyang Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Robot Motion Control via an EEG-Based Brain–Computer Interface by Using Neural Networks and Alpha Brainwaves

(2019) Korovesis et al.   Electronics

Intelligent architectures for robotics: The merging of cognition and emotion

(2019) Luiz Pessoa   Physics of Life Reviews

Optimal design of fractional order low pass Butterworth filter with accurate magnitude response

(2018) Shibendu Mahata et al.   DIGITAL SIGNAL PROCESSING

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

(2018) Yea-Hoon Kwon et al.   SENSORS

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

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

Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain

(2017) Ning Zhuang et al.   Biomed Research International

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

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

Identifying Stable Patterns over Time for Emotion Recognition from EEG

(2017) Wei-Long Zheng et al.   IEEE Transactions on Affective Computing

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

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

Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination

(2017) Zhong Yin et al.   Frontiers in Neurorobotics

Emotion recognition from EEG signals by using multivariate empirical mode decomposition

(2016) Ahmet Mert et al.   PATTERN ANALYSIS AND APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Hidden Markov model and support vector machine based decoding of finger movements using electrocorticography

(2013) Tobias Wissel et al.   Journal of Neural Engineering

Emotional state classification from EEG data using machine learning approach

(2013) Xiao-Wei Wang et al.   NEUROCOMPUTING

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

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

A better oscillation detection method robustly extracts EEG rhythms across brain state changes: The human alpha rhythm as a test case

(2010) Tara A. Whitten et al.   NEUROIMAGE