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review article

The neural resource allocation problem when enhancing human bodies with extra robotic limbs

Dominijanni, Giulia  
•
Shokur, Solaiman  
•
Salvietti, Gionata
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October 1, 2021
Nature Machine Intelligence

The emergence of robotic body augmentation provides exciting innovations that will revolutionize the fields of robotics, human-machine interaction and wearable electronics. Although augmentative devices such as extra robotic arms and fingers are informed by restorative technologies in many ways, they also introduce unique challenges for bidirectional human-machine collaboration. Can humans adapt and learn to operate a new robotic limb collaboratively with their biological limbs, without restricting other physical abilities? To successfully achieve robotic body augmentation, we need to ensure that, by giving a user an additional (artificial) limb, we are not trading off the functionalities of an existing (biological) one. Here, we introduce the 'neural resource allocation problem' and discuss how to allow the effective voluntary control of augmentative devices without compromising control of the biological body. In reviewing the relevant literature on extra robotic fingers and arms, we critically assess the range of potential solutions available for this neural resource allocation problem. For this purpose, we combine multiple perspectives from engineering and neuroscience with considerations including human-machine interaction, sensory-motor integration, ethics and law. In summary, we aim to define common foundations and operating principles for the successful implementation of robotic body augmentation.

The development of extra fingers and arms is an exciting research area in robotics, human-machine interaction and wearable electronics. It is unclear, however, whether humans can adapt and learn to control extra limbs and integrate them into a new sensorimotor representation, without sacrificing their natural abilities. The authors review this topic and describe challenges in allocating neural resources for robotic body augmentation.

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Type
review article
DOI
10.1038/s42256-021-00398-9
Web of Science ID

WOS:000708470700003

Author(s)
Dominijanni, Giulia  
Shokur, Solaiman  
Salvietti, Gionata
Buehler, Sarah
Palmerini, Erica
Rossi, Simone
De Vignemont, Frederique
d'Avella, Andrea
Makin, Tamar R.
Prattichizzo, Domenico
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Date Issued

2021-10-01

Publisher

NATURE PORTFOLIO

Published in
Nature Machine Intelligence
Volume

3

Issue

10

Start page

850

End page

860

Subjects

Computer Science, Artificial Intelligence

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Computer Science, Interdisciplinary Applications

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Computer Science

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adult owl monkeys

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reorganization

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fingertips

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feedback

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design

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stroke

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cortex

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hand

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3b

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
TNE  
Available on Infoscience
November 6, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/182903
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