AI人工筋肉によるリハビリ支援(Georgia Tech’s Soft Robotics Flips the Script on ‘The Terminator’)

2025-10-27 ジョージア工科大学

ジョージア工科大学のHong Yeo教授率いる研究チームは、『Materials Horizons』誌で、人間の筋肉のように柔軟で学習能力を持つ人工筋肉を開発したと発表した。階層構造の柔軟繊維を用い、AI制御により力加減をリアルタイムで調整できる。この技術を応用した義手用グローブ(『ACS Nano』掲載)は、利用者の意図に即応し、自然な動作と感覚を再現する。Yeoは失われた運動機能と自立性を取り戻す医療支援技術を目指しており、材料科学・機械工学・医療・AIの融合研究としてNSFとNIHの支援を受けて進行中。

<関連情報>

人工筋肉の知能化:材料、設計、製造における最近の進歩 Empowering artificial muscles with intelligence: recent advancements in materials, designs, and manufacturing

Materials Horizons  Published:07 Apr 2025
DOI:https://doi.org/10.1039/D5MH00236B

 

AI人工筋肉によるリハビリ支援(Georgia Tech’s Soft Robotics Flips the Script on ‘The Terminator’)

Abstract

Drawing on foundational knowledge of the structure and function of biological muscles, artificial muscles have made remarkable strides over the past decade, achieving performance levels comparable to those of their natural counterparts. However, they still fall short in their lack of inherent intelligence to autonomously adapt to complex and dynamic environments. Consequently, the next frontier for artificial muscles lies in endowing them with advanced intelligence. Herein, recent works aimed at augmenting intelligence in artificial muscles are summarized, focusing on advancements in functional materials, structural designs, and manufacturing techniques. This review emphasizes memory-based intelligence, enabling artificial muscles to execute a range of pre-programmed movements and refresh stored actuation states in response to changing conditions, as well as sensory-based intelligence, which allows them to perceive and respond to environmental changes through sensory feedback. Furthermore, recent applications benefiting from intelligent artificial muscles, including adaptable robotics, biomedical devices, and wearables, are discussed. Finally, we address the remaining challenges in scalability, dynamic reprogramming, and the integration of multi-functional capabilities and discuss future perspectives of augmented intelligent artificial muscles to support further advancements in the field.

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