相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention
Wei Tao et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2023)
Calibration free meta learning based approach for subject independent EEG emotion recognition
Swapnil Bhosale et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2022)
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition
Yang Li et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2022)
AutoML: A survey of the state-of-the-art
Xin He et al.
KNOWLEDGE-BASED SYSTEMS (2021)
Cross-subject EEG emotion classification based on few-label adversarial domain adaption
Yingdong Wang et al.
EXPERT SYSTEMS WITH APPLICATIONS (2021)
Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition
Magdiel Jimenez-Guarneros et al.
PATTERN RECOGNITION LETTERS (2021)
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM
Yongqiang Yin et al.
APPLIED SOFT COMPUTING (2021)
Influence of music liking on EEG based emotion recognition
Daimi Syed Naser et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
Emotion Recognition From Multi-Channel EEG via Deep Forest
Juan Cheng et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
A Survey of Ambient Intelligence
Rob Dunne et al.
ACM COMPUTING SURVEYS (2021)
Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms
Diego Aquino-Britez et al.
SENSORS (2021)
EEG Channel Correlation Based Model for Emotion Recognition
Md Rabiul Islam et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2021)
Recognition of human emotions using EEG signals: A review
Md. Mustafizur Rahman et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2021)
Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition
Dongmin Huang et al.
NEUROCOMPUTING (2021)
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition
Yang Li et al.
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS (2021)
EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network
Ke-Ming Ding et al.
2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (2021)
Domain Adaptation for Cross-Subject Emotion Recognition by Subject Clustering
Jin Liu et al.
2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER) (2021)
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
Tengfei Song et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2020)
On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning
Zahid Halim et al.
INFORMATION FUSION (2020)
Strengthen EEG-based emotion recognition using firefly integrated optimization algorithm
Hong He et al.
APPLIED SOFT COMPUTING (2020)
EEG-based emotion recognition using simple recurrent units network and ensemble learning
Chen Wei et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
High Gamma Band EEG Closely Related to Emotion: Evidence From Functional Network
Kai Yang et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2020)
Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks
Xiang Li et al.
FRONTIERS IN NEUROSCIENCE (2020)
Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition
Yucel Cimtay et al.
SENSORS (2020)
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network
Yu Liu et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2020)
Database for an emotion recognition system based on EEG signals and various computer games - GAMEEMO
Talha Burak Alakus et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
Feature-level fusion approaches based on multimodal EEG data for depression recognition
Hanshu Cai et al.
INFORMATION FUSION (2020)
Data augmentation for deep-learning-based electroencephalography
Elnaz Lashgari et al.
JOURNAL OF NEUROSCIENCE METHODS (2020)
Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network
Jungchan Cho et al.
SENSORS (2020)
EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network
Heng Cui et al.
KNOWLEDGE-BASED SYSTEMS (2020)
Emotion recognition with convolutional neural network and EEG-based EFDMs
Fei Wang et al.
NEUROPSYCHOLOGIA (2020)
EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities
Nazmi Sofian Suhaimi et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2020)
Locally robust EEG feature selection for individual-independent emotion recognition
Zhong Yin et al.
EXPERT SYSTEMS WITH APPLICATIONS (2020)
A review on transfer learning in EEG signal analysis
Zitong Wan et al.
NEUROCOMPUTING (2020)
An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
Yaqing Zhang et al.
FRONTIERS IN NEUROSCIENCE (2020)
Meta Learn on Constrained Transfer Learning for Low Resource Cross Subject EEG Classification
Tiehang Duan et al.
IEEE ACCESS (2020)
Data augmentation for enhancing EEG-based emotion recognition with deep generative models
Yun Luo et al.
JOURNAL OF NEURAL ENGINEERING (2020)
EEG-Based Emotion Classification Using Spiking Neural Networks
Yuling Luo et al.
IEEE ACCESS (2020)
Emotions Recognition Using EEG Signals: A Survey
Soraia M. Alarcao et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2019)
EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression
Yang Li et al.
NEURAL PROCESSING LETTERS (2019)
Spatial-Temporal Recurrent Neural Network for Emotion Recognition
Tong Zhang et al.
IEEE TRANSACTIONS ON CYBERNETICS (2019)
EmotionMeter: A Multimodal Framework for Recognizing Human Emotions
Wei-Long Zheng et al.
IEEE TRANSACTIONS ON CYBERNETICS (2019)
Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets
Zirui Lan et al.
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS (2019)
A Survey on Deep Learning: Algorithms, Techniques, and Applications
Samira Pouyanfar et al.
ACM COMPUTING SURVEYS (2019)
Cortical Network Topology in Prodromal and Mild Dementia Due to Alzheimer's Disease: Graph Theory Applied to Resting State EEG
Raffaella Franciotti et al.
BRAIN TOPOGRAPHY (2019)
Deep learning for electroencephalogram (EEG) classification tasks: a review
Alexander Craik et al.
JOURNAL OF NEURAL ENGINEERING (2019)
Emotion Recognition from Multiband EEG Signals Using CapsNet
Hao Chao et al.
SENSORS (2019)
SAE plus LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG
Xiaofen Xing et al.
FRONTIERS IN NEUROROBOTICS (2019)
A deep learning framework for identifying children with ADHD using an EEG-based brain network
He Chen et al.
NEUROCOMPUTING (2019)
EEG spectral powers and source localization in depressing, sad, and fun music videos focusing on gender differences
Atefeh Goshvarpour et al.
COGNITIVE NEURODYNAMICS (2019)
Analysis of EEG networks and their correlation with cognitive impairment in preschool children with epilepsy
Eli Kinney-Lang et al.
EPILEPSY & BEHAVIOR (2019)
A Hybrid Fuzzy Cognitive Map/Support Vector Machine Approach for EEG-Based Emotion Classification Using Compressed Sensing
Kairui Guo et al.
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS (2019)
MPED: A Multi-Model Physiological Emotion Database for Discrete Emotion Recongnition
Tengfei Song et al.
IEEE ACCESS (2019)
Emotion Recognition using Multimodal Residual LSTM Network
Jiaxin Ma et al.
PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19) (2019)
Assessing the emotional impact of virtual reality-based teacher training
Kalliopi Evangelia Stavroulia et al.
INTERNATIONAL JOURNAL OF INFORMATION AND LEARNING TECHNOLOGY (2019)
Emotion recognition from EEG signals by using multivariate empirical mode decomposition
Ahmet Mert et al.
PATTERN ANALYSIS AND APPLICATIONS (2018)
Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals
Yong-Jin Liu et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2018)
A NOVEL METHOD OF EEG-BASED EMOTION RECOGNITION USING NONLINEAR FEATURES VARIABILITY AND DEMPSTER-SHAFER THEORY
Morteza Zangeneh Soroush et al.
BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS (2018)
Emotion perception and recognition: An exploration of cultural differences and similarities
Vladimir Kurbalija et al.
COGNITIVE SYSTEMS RESEARCH (2018)
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces
Paolo Zanini et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2018)
EEGNet: a compact convolutional neural network for EEG-based brain-computer interfaces
Vernon J. Lawhern et al.
JOURNAL OF NEURAL ENGINEERING (2018)
A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year update
F. Lotte et al.
JOURNAL OF NEURAL ENGINEERING (2018)
Investigating Patterns for Self-Induced Emotion Recognition from EEG Signals
Ning Zhuang et al.
SENSORS (2018)
DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices
Stamos Katsigiannis et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2018)
Exploring EEG Features in Cross-Subject Emotion Recognition
Xiang Li et al.
FRONTIERS IN NEUROSCIENCE (2018)
A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG
Yu-Xuan Yang et al.
CHAOS (2018)
Assessment of driver drowsiness using electroencephalogram signals based on multiple functional brain networks
Jichi Chen et al.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2018)
Effects of organization and disorganization on pleasantness, calmness, and the frontal negativity in the event-related potential
Sandra J. E. Langeslag
PLOS ONE (2018)
EEG-Based Analysis of the Emotional Effect of Music Therapy on Palliative Care Cancer Patients
Rafael Ramirez et al.
FRONTIERS IN PSYCHOLOGY (2018)
Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks
Fang Wang et al.
MULTIMEDIA MODELING, MMM 2018, PT II (2018)
A personalized music recommendation system based on electroencephalography feedback
Hong-Yi Chang et al.
MULTIMEDIA TOOLS AND APPLICATIONS (2017)
Wavelet-based emotion recognition system using EEG signal
Zeynab Mohammadi et al.
NEURAL COMPUTING & APPLICATIONS (2017)
Robust Spatial Filtering With Graph Convolutional Neural Networks
Felipe Petroski Such et al.
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2017)
Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity
Alberto Greco et al.
IEEE SENSORS JOURNAL (2017)
Infants and adults have similar regional functional brain organization for the perception of emotions
N. Rotem-Kohavi et al.
NEUROSCIENCE LETTERS (2017)
The HTM Spatial Pooler - A Neocortical Algorithm for Online Sparse Distributed Coding
Yuwei Cui et al.
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2017)
Subject-independent emotion recognition based on physiological signals: a three-stage decision method
Jing Chen et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2017)
Frontal EEG Asymmetry of Mood: A Mini-Review
Massimiliano Palmiero et al.
FRONTIERS IN BEHAVIORAL NEUROSCIENCE (2017)
Current State of Text Sentiment Analysis from Opinion to Emotion Mining
Ali Yadollahi et al.
ACM COMPUTING SURVEYS (2017)
A cluster-based approach to selecting representative stimuli from the International Affective Picture System (IAPS) database
Alexandra C. Constantinescu et al.
BEHAVIOR RESEARCH METHODS (2017)
Recognition of emotions using multimodal physiological signals and an ensemble deep learning model
Zhong Yin et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2017)
Real-time EEG-based emotion monitoring using stable features
Zirui Lan et al.
VISUAL COMPUTER (2016)
Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers
John Atkinson et al.
EXPERT SYSTEMS WITH APPLICATIONS (2016)
Continuous Music-Emotion Recognition Based on Electroencephalogram
Nattapong Thammasan et al.
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS (2016)
Understanding the impact of 5-HTTLPR, antidepressants, and acute tryptophan depletion on brain activation during facial emotion processing: A review of the imaging literature
Kyeon Raab et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2016)
Continuous Music-Emotion Recognition Based on Electroencephalogram
Nattapong Thammasan et al.
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS (2016)
Human emotion recognition and analysis in response to audio music using brain signals
Adnan Mehmood Bhatti et al.
COMPUTERS IN HUMAN BEHAVIOR (2016)
A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach
Francesco Carlo Morabito et al.
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2015)
Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks
Wei-Long Zheng et al.
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT (2015)
Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing
Trung Duy Pham et al.
NEURAL INFORMATION PROCESSING, ICONIP 2015, PT IV (2015)
Brain correlates of music-evoked emotions
Stefan Koelsch
NATURE REVIEWS NEUROSCIENCE (2014)
Emotional state classification from EEG data using machine learning approach
Xiao-Wei Wang et al.
NEUROCOMPUTING (2014)
On the interpretation of weight vectors of linear models in multivariate neuroimaging
Stefan Haufe et al.
NEUROIMAGE (2014)
Neural correlates of emotional responses to music: An EEG study
Ian Daly et al.
NEUROSCIENCE LETTERS (2014)
Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns
You-Yun Lee et al.
PLOS ONE (2014)
Feature Extraction and Selection for Emotion Recognition from EEG
Robert Jenke et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2014)
Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal
Behshad Hosseinifard et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2013)
3D Convolutional Neural Networks for Human Action Recognition
Shuiwang Ji et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Fusion of facial expressions and EEG for implicit affective tagging
Sander Koelstra et al.
IMAGE AND VISION COMPUTING (2013)
A Surface-based Analysis of Language Lateralization and Cortical Asymmetry
Douglas N. Greve et al.
JOURNAL OF COGNITIVE NEUROSCIENCE (2013)
The brain basis of emotion: A meta-analytic review
Kristen A. Lindquist et al.
BEHAVIORAL AND BRAIN SCIENCES (2012)
Adaptive Emotional Information Retrieval From EEG Signals in the Time-Frequency Domain
Panagiotis C. Petrantonakis et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)
The economy of brain network organization
Edward T. Bullmore et al.
NATURE REVIEWS NEUROSCIENCE (2012)
Multimodal Emotion Recognition in Response to Videos
Mohammad Soleymani et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2012)
A Multimodal Database for Affect Recognition and Implicit Tagging
Mohammad Soleymani et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2012)
Affect prediction from physiological measures via visual stimuli
Feng Zhou et al.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2011)
A comparative study of wavelet families for EEG signal classification
Tapan Gandhi et al.
NEUROCOMPUTING (2011)
Discrete Emotions Predict Changes in Cognition, Judgment, Experience, Behavior, and Physiology: A Meta-Analysis of Experimental Emotion Elicitations
Heather C. Lench et al.
PSYCHOLOGICAL BULLETIN (2011)
Fractal dimension based neurofeedback in serious games
Qiang Wang et al.
VISUAL COMPUTER (2011)
Mirth and laughter elicited during brain stimulation
Guadalupe Fernandez-Baca Vaca et al.
EPILEPTIC DISORDERS (2011)
Using physiological signals to detect natural interactive behavior
Yasser Mohammad et al.
APPLIED INTELLIGENCE (2010)
Subthalamic Nucleus Stimulation Affects Fear and Sadness Recognition in Parkinson's Disease
Julie Peron et al.
NEUROPSYCHOLOGY (2010)
Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis
Panagiotis C. Petrantonakis et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2010)
A wrapper method for feature selection using Support Vector Machines
Sebastian Maldonado et al.
INFORMATION SCIENCES (2009)
Differential alpha coherence hemispheric patterns in men and women during pleasant and unpleasant musical emotions
Enrique O. Flores-Gutierrez et al.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2009)
Complex brain networks: graph theoretical analysis of structural and functional systems
Edward T. Bullmore et al.
NATURE REVIEWS NEUROSCIENCE (2009)
Darwin's contributions to our understanding of emotional expressions
Paul Ekman
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2009)
Affective picture processing: An integrative review of ERP findings
Jonas K. Olofsson et al.
BIOLOGICAL PSYCHOLOGY (2008)
Emotion Recognition Based on Physiological Changes in Music Listening
Jonghwa Kim et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2008)
Real-time classification of evoked emotions using facial feature tracking and physiological responses
Jeremy N. Bailenson et al.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2008)
Consciousness and arousal effects on emotional face processing as revealed by brain oscillations. A gamma band analysis
Michela Balconi et al.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2008)
Investigating models of affect: Relationships among EEG alpha asymmetry, depression, and anxiety
Danielle Mathersul et al.
EMOTION (2008)
Music and emotion: Electrophysiological correlates of the processing of pleasant and unpleasant music
Daniela Sammler et al.
PSYCHOPHYSIOLOGY (2007)
A fast learning algorithm for deep belief nets
Geoffrey E. Hinton et al.
NEURAL COMPUTATION (2006)
Neural correlates of social and nonsocial emotions: An fMRI study
Jennifer C. Britton et al.
NEUROIMAGE (2006)
Human electroencephalograms seen as fractal time series: Mathematical analysis and visualization
V Kulish et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2006)
Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field
CJ Stam
CLINICAL NEUROPHYSIOLOGY (2005)
Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients
A Subasi
EXPERT SYSTEMS WITH APPLICATIONS (2005)
Neural activities associated with emotion recognition observed in men and women
TMC Lee et al.
MOLECULAR PSYCHIATRY (2005)
Individual differences in emotion processing
S Hamann et al.
CURRENT OPINION IN NEUROBIOLOGY (2004)
Gender and culture differences in emotion
AH Fischer et al.
EMOTION (2004)
Frontal EEG asymmetry as a moderator and mediator of emotion
JA Coan et al.
BIOLOGICAL PSYCHOLOGY (2004)
Mirth and laughter arising from human temporal cortex
T Satow et al.
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2003)
Neural systems for recognizing emotion
R Adolphs
CURRENT OPINION IN NEUROBIOLOGY (2002)
Gene selection for cancer classification using support vector machines
I Guyon et al.
MACHINE LEARNING (2002)
Event-related brain potentials differentiate positive and negative mood adjectives during both supraliminal and subliminal visual processing
E Bernat et al.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2001)
The brainweb: Phase synchronization and large-scale integration
F Varela et al.
NATURE REVIEWS NEUROSCIENCE (2001)
分享论文
