人体体感觉加工与人工体感觉

IF 10.5 Q1 ENGINEERING, BIOMEDICAL
Luyao Wang, Lihua Ma, Jiajia Yang, Jinglong Wu
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引用次数: 21

摘要

在过去的几年里,我们对人类大脑中的信息处理机制有了更好的了解,这导致了人工智能和人形机器人的进步。然而,在各种感觉系统中,研究体感系统是最大的挑战。在这里,我们对人类体感系统及其在人工系统中的相应应用进行了全面的综述。由于人手在整合受体和致动器功能方面的独特性,我们重点研究了体感系统在物体识别和动作指导中的作用。首先,总结了人工皮肤的基本原理,即人体皮肤中的低阈值机械感受器和沿着上升路径的躯体组织原理。其次,我们讨论了在触觉对象识别中相互作用的高级大脑区域。基于这种闭环路线,我们以假肢上肢为例来强调体感信息的重要性。最后,我们提出了人类触觉感知的前瞻性研究方向,这可以指导人工体感系统的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human Somatosensory Processing and Artificial Somatosensation
In the past few years, we have gained a better understanding of the information processing mechanism in the human brain, which has led to advances in artificial intelligence and humanoid robots. However, among the various sensory systems, studying the somatosensory system presents the greatest challenge. Here, we provide a comprehensive review of the human somatosensory system and its corresponding applications in artificial systems. Due to the uniqueness of the human hand in integrating receptor and actuator functions, we focused on the role of the somatosensory system in object recognition and action guidance. First, the low-threshold mechanoreceptors in the human skin and somatotopic organization principles along the ascending pathway, which are fundamental to artificial skin, were summarized. Second, we discuss high-level brain areas, which interacted with each other in the haptic object recognition. Based on this close-loop route, we used prosthetic upper limbs as an example to highlight the importance of somatosensory information. Finally, we present prospective research directions for human haptic perception, which could guide the development of artificial somatosensory systems.
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来源期刊
CiteScore
7.70
自引率
0.00%
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审稿时长
21 weeks
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