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ArticleRespiration-based emotion recognition with deep learning

Xianxiang Chen2017

Article2017

Respiration-based emotion recognition with deep learning

Xianxiang Chen · Qingyuan Zhan · Ting Yang · Shanhong Xia

152 citations·0/0 files stored·Computers in Industry

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Emotion and Mood Recognition Heart Rate Variability and Autonomic Control Context-Aware Activity Recognition Systems

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References

1980A circumplex model of affect.1991Approximate entropy as a measure of system complexity.2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2001Toward machine emotional intelligence: analysis of affective physiological state 2013Differential entropy feature for EEG-based emotion classification 2010EEG-Based Emotion Recognition in Music Listening 2013Emotional state classification from EEG data using machine learning approach 2014EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation

Cited by

2022A systematic literature review of speech emotion recognition approaches 2019Fast Emotion Recognition Based on Single Pulse PPG Signal with Convolutional Neural Network 2020EEG-based emotion recognition with deep convolutional neural networks 2023A Method for Stress Detection Using Empatica E4 Bracelet and Machine-Learning Techniques 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment

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Year2017

Typearticle

Published2017-07-03

VenueComputers in Industry

ISSN-L0166-3615

Languageen

Citations152

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.compind.2017.04.005

openalex_workW2731836491

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2018Emotional expression in psychiatric conditions: New technology for clinicians

2020Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy

2020Emotion Recognition Using Convolutional Neural Network with Selected Statistical Photoplethysmogram Features