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Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis · Study

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ArticleSingle-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis

Yunyuan Gao2020

Article2020

Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis

Yunyuan Gao · Xiangkun Wang · Thomas B. H. Potter · Jianhai Zhang · Yingchun Zhang

80 citations·0/0 files stored·Journal of Neuroscience Methods

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Heart Rate Variability and Autonomic Control

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References

1980A circumplex model of affect.1997Affective Computing 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2017Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data 2016Stress Detection Using Wearable Physiological and Sociometric Sensors 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals 2016Bispectral Analysis of EEG for Emotion Recognition

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2021Tetromino pattern based accurate EEG emotion classification model 2022Causal Graph Convolutional Neural Network for Emotion Recognition 2023Bibliometric Analysis of Granger Causality Studies

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Year2020

Typearticle

Published2020-09-06

VenueJournal of Neuroscience Methods

ISSN-L0165-0270

Languageen

Citations80

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.jneumeth.2020.108904

openalex_workW3083565745

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