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

计算机科学 机器人学 人工智能 人机交互 可穿戴计算机 可穿戴技术 机器人 资源(消歧) 嵌入式系统 计算机网络
作者
Giulia Dominijanni,Solaiman Shokur,Gionata Salvietti,Sarah Buehler,Erica Palmerini,Símone Rossi,Frédérique de Vignemont,Andrea d’Avella,Tamar R. Makin,Domenico Prattichizzo,Silvestro Micera
出处
期刊:Nature Machine Intelligence [Nature Portfolio]
卷期号:3 (10): 850-860 被引量:89
标识
DOI:10.1038/s42256-021-00398-9
摘要

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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