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Toward brain-heart computer interfaces: a study on the classification of upper limb movements using multisystem directional estimates.

Vincenzo CatramboneGiuseppe AvertaMatteo BianchiGaetano Valenza
Published in: Journal of neural engineering (2021)
Further, this study provides neurophysiology insights indicating the crucial role of functional interplay originating at the cortical level onto the heart in the upper limb neural control. The inclusion of functional BHI insights might substantially improve the neuroscientific knowledge about motor control, and this may lead to advanced BHCI systems performances.
Keyphrases
  • upper limb
  • deep learning
  • heart failure
  • machine learning
  • atrial fibrillation
  • white matter
  • resting state
  • multiple sclerosis
  • cerebral ischemia
  • brain injury
  • subarachnoid hemorrhage