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Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces
Brain-computer interfaces (BCIs) have attracted considerable attention in motor and language rehabilitation. Most devices use cap-based non-invasive, headband-based commercial products or microneedle-based invasive approaches, which are constrained for inconvenience, limited applications, inflammati...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349124/ https://www.ncbi.nlm.nih.gov/pubmed/37452047 http://dx.doi.org/10.1038/s41467-023-39814-6 |
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author | Wang, Zhouheng Shi, Nanlin Zhang, Yingchao Zheng, Ning Li, Haicheng Jiao, Yang Cheng, Jiahui Wang, Yutong Zhang, Xiaoqing Chen, Ying Chen, Yihao Wang, Heling Xie, Tao Wang, Yijun Ma, Yinji Gao, Xiaorong Feng, Xue |
author_facet | Wang, Zhouheng Shi, Nanlin Zhang, Yingchao Zheng, Ning Li, Haicheng Jiao, Yang Cheng, Jiahui Wang, Yutong Zhang, Xiaoqing Chen, Ying Chen, Yihao Wang, Heling Xie, Tao Wang, Yijun Ma, Yinji Gao, Xiaorong Feng, Xue |
author_sort | Wang, Zhouheng |
collection | PubMed |
description | Brain-computer interfaces (BCIs) have attracted considerable attention in motor and language rehabilitation. Most devices use cap-based non-invasive, headband-based commercial products or microneedle-based invasive approaches, which are constrained for inconvenience, limited applications, inflammation risks and even irreversible damage to soft tissues. Here, we propose in-ear visual and auditory BCIs based on in-ear bioelectronics, named as SpiralE, which can adaptively expand and spiral along the auditory meatus under electrothermal actuation to ensure conformal contact. Participants achieve offline accuracies of 95% in 9-target steady state visual evoked potential (SSVEP) BCI classification and type target phrases successfully in a calibration-free 40-target online SSVEP speller experiment. Interestingly, in-ear SSVEPs exhibit significant 2(nd) harmonic tendencies, indicating that in-ear sensing may be complementary for studying harmonic spatial distributions in SSVEP studies. Moreover, natural speech auditory classification accuracy can reach 84% in cocktail party experiments. The SpiralE provides innovative concepts for designing 3D flexible bioelectronics and assists the development of biomedical engineering and neural monitoring. |
format | Online Article Text |
id | pubmed-10349124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103491242023-07-16 Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces Wang, Zhouheng Shi, Nanlin Zhang, Yingchao Zheng, Ning Li, Haicheng Jiao, Yang Cheng, Jiahui Wang, Yutong Zhang, Xiaoqing Chen, Ying Chen, Yihao Wang, Heling Xie, Tao Wang, Yijun Ma, Yinji Gao, Xiaorong Feng, Xue Nat Commun Article Brain-computer interfaces (BCIs) have attracted considerable attention in motor and language rehabilitation. Most devices use cap-based non-invasive, headband-based commercial products or microneedle-based invasive approaches, which are constrained for inconvenience, limited applications, inflammation risks and even irreversible damage to soft tissues. Here, we propose in-ear visual and auditory BCIs based on in-ear bioelectronics, named as SpiralE, which can adaptively expand and spiral along the auditory meatus under electrothermal actuation to ensure conformal contact. Participants achieve offline accuracies of 95% in 9-target steady state visual evoked potential (SSVEP) BCI classification and type target phrases successfully in a calibration-free 40-target online SSVEP speller experiment. Interestingly, in-ear SSVEPs exhibit significant 2(nd) harmonic tendencies, indicating that in-ear sensing may be complementary for studying harmonic spatial distributions in SSVEP studies. Moreover, natural speech auditory classification accuracy can reach 84% in cocktail party experiments. The SpiralE provides innovative concepts for designing 3D flexible bioelectronics and assists the development of biomedical engineering and neural monitoring. Nature Publishing Group UK 2023-07-14 /pmc/articles/PMC10349124/ /pubmed/37452047 http://dx.doi.org/10.1038/s41467-023-39814-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wang, Zhouheng Shi, Nanlin Zhang, Yingchao Zheng, Ning Li, Haicheng Jiao, Yang Cheng, Jiahui Wang, Yutong Zhang, Xiaoqing Chen, Ying Chen, Yihao Wang, Heling Xie, Tao Wang, Yijun Ma, Yinji Gao, Xiaorong Feng, Xue Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title | Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title_full | Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title_fullStr | Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title_full_unstemmed | Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title_short | Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
title_sort | conformal in-ear bioelectronics for visual and auditory brain-computer interfaces |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349124/ https://www.ncbi.nlm.nih.gov/pubmed/37452047 http://dx.doi.org/10.1038/s41467-023-39814-6 |
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