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SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG

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Cited by

2020Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition254 cited
2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognition238 cited
2023Emotion recognition in EEG signals using deep learning methods: A review228 cited
2023EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network

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2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited

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2021Variational Instance-Adaptive Graph for EEG Emotion Recognition143 cited

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2020Emotion Recognition Using Three-Dimensional Feature and Convolutional Neural Network from Multichannel EEG Signals103 cited

2022Cross-subject EEG emotion recognition combined with connectivity features and meta-transfer learning98 cited

2020Adaptive Tunable Q Wavelet Transform-Based Emotion Identification92 cited

2021Effects of Data Augmentation Method Borderline-SMOTE on Emotion Recognition of EEG Signals Based on Convolutional Neural Network91 cited

2024A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications90 cited

2023Emotion recognition using spatial-temporal EEG features through convolutional graph attention network88 cited

2022Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture85 cited