Login / Signup

Tutorial: a guide to techniques for analysing recordings from the peripheral nervous system.

Ryan G L KohJosé ZariffaLeen JabbanShih-Cheng YenNick DonaldsonBenjamin W Metcalfe
Published in: Journal of neural engineering (2022)
The nervous system, through a combination of conscious and automatic processes, enables the regulation of the body and its interactions with the environment. The peripheral nervous system is an excellent target for technologies that seek to modulate, restore or enhance these abilities as it carries sensory and motor information that most directly relates to a target organ or function. However, many applications require a combination of both an effective peripheral nerve interface (PNI) and effective signal processing techniques to provide selective and stable recordings. While there are many reviews on the design of PNIs, reviews of data analysis techniques and translational considerations are limited. Thus, this tutorial aims to support new and existing researchers in the understanding of the general guiding principles, and introduces a taxonomy for electrode configurations, techniques and translational models to consider.
Keyphrases
  • data analysis
  • peripheral nerve
  • chemotherapy induced
  • deep learning
  • machine learning
  • randomized controlled trial
  • systematic review
  • meta analyses