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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 chall...

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Detalles Bibliográficos
Autores principales: Wang, Luyao, Ma, Lihua, Yang, Jiajia, Wu, Jinglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9494715/
https://www.ncbi.nlm.nih.gov/pubmed/36285142
http://dx.doi.org/10.34133/2021/9843259
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author Wang, Luyao
Ma, Lihua
Yang, Jiajia
Wu, Jinglong
author_facet Wang, Luyao
Ma, Lihua
Yang, Jiajia
Wu, Jinglong
author_sort Wang, Luyao
collection PubMed
description 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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spelling pubmed-94947152022-10-24 Human Somatosensory Processing and Artificial Somatosensation Wang, Luyao Ma, Lihua Yang, Jiajia Wu, Jinglong Cyborg Bionic Syst Review Article 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. AAAS 2021-07-02 /pmc/articles/PMC9494715/ /pubmed/36285142 http://dx.doi.org/10.34133/2021/9843259 Text en Copyright © 2021 Luyao Wang et al. https://creativecommons.org/licenses/by/4.0/Exclusive Licensee Beijing Institute of Technology Press. Distributed under a Creative Commons Attribution License (CC BY 4.0).
spellingShingle Review Article
Wang, Luyao
Ma, Lihua
Yang, Jiajia
Wu, Jinglong
Human Somatosensory Processing and Artificial Somatosensation
title Human Somatosensory Processing and Artificial Somatosensation
title_full Human Somatosensory Processing and Artificial Somatosensation
title_fullStr Human Somatosensory Processing and Artificial Somatosensation
title_full_unstemmed Human Somatosensory Processing and Artificial Somatosensation
title_short Human Somatosensory Processing and Artificial Somatosensation
title_sort human somatosensory processing and artificial somatosensation
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9494715/
https://www.ncbi.nlm.nih.gov/pubmed/36285142
http://dx.doi.org/10.34133/2021/9843259
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