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ERTNet: an interpretable transformer-based framework for EEG emotion recognition
16 references·0 citing·36 second hopsampled
ERTNet: an interpretable transformer-based framework for EEG emotion recognition (2024)ERTNet: an interpretable transformer-base…Emotion recognition in EEG signals using deep learning methods: A review (2023)Emotion recognition in EEG si…TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)TSception: Capturing Temporal…Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Investigating EEG-based funct…Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)Comparing Recognition Perform…Emotion recognition based on EEG feature maps through deep learning network (2021)Emotion recognition based on …EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Emotion Recognition from Mult…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Cognitive behavioral therapy for anxiety and related disorders: A meta‐analysis of randomized placebo‐controlled trials (2018)Cognitive behavioral therapy …Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: New insights from brain science (2014)Memory reconsolidation, emoti…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…A circumplex model of affect. 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References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2018Cognitive behavioral therapy for anxiety and related disorders: A meta‐analysis of randomized placebo‐controlled trials846 cited
  • 2014Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: New insights from brain science555 cited
  • 2022Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition455 cited
  • 2022TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition440 cited
  • 2019Emotion Recognition from Multiband EEG Signals Using CapsNet287 cited
  • 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
  • 2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognition

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238 cited
  • 2021Emotion recognition based on EEG feature maps through deep learning network232 cited
  • 2023Emotion recognition in EEG signals using deep learning methods: A review228 cited
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