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Emotion recognition in EEG signals using the continuous wavelet transform and CNNs · Study

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ArticleEmotion recognition in EEG signals using the continuous wavelet transform and CNNs

Oscar Almanza-Conejo2022

Article2022

Emotion recognition in EEG signals using the continuous wavelet transform and CNNs

Oscar Almanza-Conejo · Dora-Luz Almanza-Ojeda · Jose Luis Contreras-Hernandez · Mario-Alberto Ibarra-Manzano

53 citations·0/0 files stored·Neural Computing and Applications

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces ECG Monitoring and Analysis

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions 2010EEG-Based Emotion Recognition in Music Listening 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG 2010Classification of human emotion from EEG using discrete wavelet transform 2020Facial emotion recognition using convolutional neural networks (FERC)2017Emotion recognition using facial expressions 2020Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition

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2023A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18 2023Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network

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2020An Evolutionary Optimized Variational Mode Decomposition for Emotion Recognitionarticle · 7 shared references 2020Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural networkarticle · 6 shared references 2022Topological EEG Nonlinear Dynamics Analysis for Emotion Recognitionarticle · 6 shared references 2021Emotion recognition based on EEG feature maps through deep learning networkarticle · 5 shared references 2021Review of the emotional feature extraction and classification using EEG signalsarticle · 5 shared references 2020Adaptive Tunable Q Wavelet Transform-Based Emotion Identificationarticle · 5 shared references

Details

Year2022

Typearticle

Published2022-09-26

VenueNeural Computing and Applications

ISSN-L0941-0643

Languageen

Citations53

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/s00521-022-07843-9

openalex_workW4297093399

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