Perspective on investigation of neurodegenerative diseases with neurorobotics approaches

Silvia Tolu*, Beck Strohmer, Omar Zahra

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

Neurorobotics has emerged from the alliance between Neuroscience and Robotics. It pursues the investigation of reproducing living organism-like behaviours in robots by means of the embodiment of computational models of the central nervous system. This perspective article discusses the current trend of implementing tools for the pressing challenge of early diagnosis of neurodegenerative diseases and how neurorobotics approaches can help. Recently, advances in this field have allowed the testing of some neuroscientific hypotheses related to brain diseases, but the lack of biological plausibility of developed brain models and musculoskeletal systems has limited the understanding of the underlying brain mechanisms that lead to deficits in motor and cognitive tasks.Key aspects and methods to enhance the reproducibility of natural behaviours observed in healthy and impaired brains are proposed in this perspective. In the long term, the goal is to move beyond finding therapies and look into how researchers can use neurorobotics to reduce testing on humans as well as find root causes for disease.

Original languageEnglish
Article number013001
JournalNeuromorphic Computing and Engineering
Volume3
Issue number1
Number of pages20
ISSN2634-4386
DOIs
Publication statusPublished - 2023

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