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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AAAS
2021
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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. |
format | Online Article Text |
id | pubmed-9494715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AAAS |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wangluyao humansomatosensoryprocessingandartificialsomatosensation AT malihua humansomatosensoryprocessingandartificialsomatosensation AT yangjiajia humansomatosensoryprocessingandartificialsomatosensation AT wujinglong humansomatosensoryprocessingandartificialsomatosensation |