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A Hybrid EEG-based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks and Support Vector Machine.

Sara BagherzadehKeivan MaghooliAhmad ShalbafArash Maghsoudi
Published in: Basic and clinical neuroscience (2023)
Combining CNN and MSVM increased the recognition of emotion from EEG signals and the results were comparable to state-of-the art studies.
Keyphrases
  • convolutional neural network
  • deep learning
  • functional connectivity
  • resting state
  • autism spectrum disorder
  • working memory
  • depressive symptoms
  • borderline personality disorder
  • machine learning
  • high density