{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,16]],"date-time":"2026-09-16T19:26:23Z","timestamp":1789586783343,"version":"build-2803163510"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62001463"],"award-info":[{"award-number":["62001463"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81927804"],"award-info":[{"award-number":["81927804"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515012012"],"award-info":[{"award-number":["2024A1515012012"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Science and Technology Program","award":["KQTD20210811090217009"],"award-info":[{"award-number":["KQTD20210811090217009"]}]},{"name":"Taishan Industrial Experts Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Syst. Rehabil. Eng."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnsre.2026.3672775","type":"journal-article","created":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T19:38:53Z","timestamp":1773257933000},"page":"1506-1517","source":"Crossref","is-referenced-by-count":1,"title":["Lower Back Muscle Fatigue Recognition Based on the Fusion-Information of Multi-Channel sEMG and NIRS Simultaneous Recordings"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-5498-117X","authenticated-orcid":false,"given":"Jixu","family":"Huang","sequence":"first","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-3930-7587","authenticated-orcid":false,"given":"Lan","family":"Tian","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Han","family":"Cui","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pengxu","family":"Sun","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yonggang","family":"Liang","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9070-9069","authenticated-orcid":false,"given":"Peng","family":"Fang","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9016-2617","authenticated-orcid":false,"given":"Guanglin","family":"Li","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7936-8446","authenticated-orcid":false,"given":"Naifu","family":"Jiang","sequence":"additional","affiliation":[{"name":"Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41582-024-00966-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.2007.139477"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2017.2779329"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3063777"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1123\/jab.13.2.135"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2011.0230"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2025.3636606"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2024.3363212"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/s110403545"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/197960"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.11.009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1152\/ajpregu.00387.2014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2025.1559893"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1097\/BRS.0000000000002159"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/e22050529"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3056126"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115639"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2024.3523332"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/srep43933"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2939399"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-05579-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1117\/1.NPh.2.2.025005"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.03.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3349189"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2012.02.019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1364\/AO.48.00D280"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-018-0613-2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1142\/S1793545813500661"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/51\/5\/N02"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/BIOCAS.2019.8919050"},{"key":"ref32","first-page":"1106","article-title":"Imagenet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"25","author":"Krizhevsky"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1807.06521"},{"key":"ref34","first-page":"5583","article-title":"Vilt: Vision-and-language transformer without convolution or region supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Kim"},{"key":"ref35","first-page":"13","article-title":"Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Lu"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2025.3582269"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2022.893275"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3189632"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2022.3169001"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2196\/49023"},{"key":"ref42","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref43","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1152\/japplphysiol.01041.2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-42149-x"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.403976"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/S0268-0033(01)00064-X"}],"container-title":["IEEE Transactions on Neural Systems and Rehabilitation Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7333\/11311371\/11430702.pdf?arnumber=11430702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T20:00:30Z","timestamp":1774036830000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11430702\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/tnsre.2026.3672775","relation":{},"ISSN":["1534-4320","1558-0210"],"issn-type":[{"value":"1534-4320","type":"print"},{"value":"1558-0210","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}