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Early decoding of walking tasks with minimal set of EMG channels.

Federica BarberiFrancesco IberiteEugenio AnselminoPericle RandiRinaldo SacchettiEmanuele GruppioniAlberto MazzoniSilvestro Micera
Published in: Journal of neural engineering (2023)
These results pave the way for efficient control of powered lower-limb prostheses with minimal set-up burden and a rapid classification output.
Keyphrases
  • lower limb
  • machine learning
  • deep learning
  • working memory
  • high density
  • loop mediated isothermal amplification
  • risk factors
  • upper limb