Neurorobotic Models of Neurological Disorders: A Mini Review

Savva Pronin, Liam Wellacott, Jhielson Pimentel, Renan C. Moioli, Patricia A. Vargas

Research output: Contribution to journalReview articlepeer-review

2 Citations (Scopus)
7 Downloads (Pure)

Abstract

Modeling is widely used in biomedical research to gain insights into pathophysiology and treatment of neurological disorders but existing models, such as animal models and computational models, are limited in generalizability to humans and are restricted in the scope of possible experiments. Robotics offers a potential complementary modeling platform, with advantages such as embodiment and physical environmental interaction yet with easily monitored and adjustable parameters. In this review, we discuss the different types of models used in biomedical research and summarize the existing neurorobotics models of neurological disorders. We detail the pertinent findings of these robot models which would not have been possible through other modeling platforms. We also highlight the existing limitations in a wider uptake of robot models for neurological disorders and suggest future directions for the field.

Original languageEnglish
Article number634045
JournalFrontiers in Neurorobotics
Volume15
DOIs
Publication statusPublished - 19 Mar 2021

Keywords

  • artificial neural networks
  • computational models
  • neurophysiology
  • neurorobotics
  • pathophysiology
  • robot models
  • simulation

ASJC Scopus subject areas

  • Biomedical Engineering
  • Artificial Intelligence

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