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EEG-based emotion recognition using random Convolutional Neural Networks · Study

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ArticleEEG-based emotion recognition using random Convolutional Neural Networks

Wen Cheng2022

Article2022

EEG-based emotion recognition using random Convolutional Neural Networks

Wen Cheng · Ruobin Gao · Ponnuthurai Nagaratnam Suganthan · Kum Fai Yuen

48 citations·0/0 files stored·Engineering Applications of Artificial Intelligence

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Machine Learning and ELM

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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 2013Emotional state classification from EEG data using machine learning approach 2009Emotion Recognition From EEG Using Higher Order Crossings 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition 2018BOHB: Robust and Efficient Hyperparameter Optimization at Scale 2019Proceedings of the 27th ACM International Conference on Multimedia 2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network

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Year2022

Typearticle

Published2022-09-05

VenueEngineering Applications of Artificial Intelligence

ISSN-L0952-1976

Languageen

Citations48

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.engappai.2022.105349

openalex_workW4294597177

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