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Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition · Study

WorkContinuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition

Yilong Yang2018

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Workgreen2018

Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition

Yilong Yang · Qingfeng Wu · Xiaowei Chen

197 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Muscle activation and electromyography studies

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2013Differential entropy feature for EEG-based emotion classification 2017Emotions Recognition Using EEG Signals: A Survey 2013Emotional state classification from EEG data using machine learning approach 2011Multimodal Emotion Recognition in Response to Videos 2016Recognition of emotions using multimodal physiological signals and an ensemble deep learning model 2006A real-time automated system for the recognition of human facial expressions

Cited by

2022EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism 2022GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition 2021Variational Instance-Adaptive Graph for EEG Emotion Recognition 2021Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals 2022

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2024EEG-based emotion recognition systems; comprehensive studyreview · 8 shared references 2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognitionarticle · 7 shared references 2020A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognitionarticle · 7 shared references 2019Multimodal Emotion Recognition Using Deep Canonical Correlation Analysispreprint · 7 shared references 2023MetaEmotionNet: Spatial–Spectral–Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognitionarticle · 7 shared references 2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Networkother · 6 shared references

Details

Year2018

Typeother

Published2018-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations197

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-030-04239-4_39

openalex_workW2901337091

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EEG-based Emotion Recognition via Transformer Neural Architecture Search

20224D attention-based neural network for EEG emotion recognition

2023Multimodal Emotion Recognition From EEG Signals and Facial Expressions

2022TC-Net: A Transformer Capsule Network for EEG-based emotion recognition