Login / Signup

Relating EEG to continuous speech using deep neural networks: a review.

Corentin PuffayBernd AccouLies BollensMohammad Jalilpour MonesiJonas VanthornhoutHugo Van HammeTom Francart
Published in: Journal of neural engineering (2023)
We present a review paper summarizing the main deep-learning-based studies that relate EEG to speech while addressing methodological pitfalls and important considerations for this newly expanding field. Our study is particularly relevant given the growing application of deep learning in EEG-speech decoding.
Keyphrases
  • deep learning
  • neural network
  • functional connectivity
  • resting state
  • working memory
  • artificial intelligence
  • convolutional neural network
  • hearing loss
  • machine learning
  • high density