Three‐dimensional feature maps and convolutional neural network‐based emotion recognition

A novel consciousness emotion recognition method using ERP components and MMSE

(2021) Xiangwei Zheng et al.   Journal of Neural Engineering

Att-Net: Enhanced emotion recognition system using lightweight self-attention module

(2021) Mustaqeem et al.   APPLIED SOFT COMPUTING

Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition

(2021) Dongmin Huang et al.   NEUROCOMPUTING

Prediction of treatment resistance in obsessive compulsive disorder patients based on EEG complexity as a biomarker

(2020) Tuğçe Ballı Altuğlu et al.   CLINICAL NEUROPHYSIOLOGY

Deep learning approach for facial age classification: a survey of the state-of-the-art

(2020) Olatunbosun Agbo-Ajala et al.   ARTIFICIAL INTELLIGENCE REVIEW

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

(2020) Heng Cui et al.   KNOWLEDGE-BASED SYSTEMS

Classification among healthy, mild cognitive impairment and Alzheimer’s disease subjects based on wavelet entropy and relative beta and theta power

(2020) Jorge Esteban Santos Toural et al.   PATTERN ANALYSIS AND APPLICATIONS

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

(2020) Yongqiang Yin et al.   APPLIED SOFT COMPUTING

MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach

(2020) Mustaqeem et al.   EXPERT SYSTEMS WITH APPLICATIONS

Entropy-based feature extraction technique in conjunction with wavelet packet transform for multi-mental task classification

(2019) Caglar Uyulan et al.   Biomedical Engineering-Biomedizinische Technik

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

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

VR motion sickness recognition by using EEG rhythm energy ratio based on wavelet packet transform

(2019) Xiaolu Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Affective EEG-Based Person Identification Using the Deep Learning Approach

(2019) Theerawit Wilaiprasitporn et al.   IEEE Transactions on Cognitive and Developmental Systems

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

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

(2018) Yea-Hoon Kwon et al.   SENSORS

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

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

Electroencephalogram Emotion Recognition Based on Empirical Mode Decomposition and Optimal Feature Selection

(2018) Zhen-Tao Liu et al.   IEEE Transactions on Cognitive and Developmental Systems

EEG biometric identification: a thorough exploration of the time-frequency domain

(2015) Marcos DelPozo-Banos et al.   Journal of Neural Engineering

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

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

EEG-Based Emotion Recognition in Music Listening

(2010) Yuan-Pin Lin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A hierarchical positive and negative emotion understanding system based on integrated analysis of visual and brain signals

(2010) Qing Zhang et al.   NEUROCOMPUTING

Emotion Recognition From EEG Using Higher Order Crossings

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

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS