{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T16:22:21Z","timestamp":1726762941160},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Robot. Autom. Lett."],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1109\/lra.2022.3192623","type":"journal-article","created":{"date-parts":[[2022,7,20]],"date-time":"2022-07-20T19:32:11Z","timestamp":1658345531000},"page":"10200-10207","source":"Crossref","is-referenced-by-count":19,"title":["Electromyography-Based, Robust Hand Motion Classification Employing Temporal Multi-Channel Vision Transformers"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-5323-9299","authenticated-orcid":false,"given":"Ricardo V.","family":"Godoy","sequence":"first","affiliation":[{"name":"New Dexterity Research Group, Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-0403-991X","authenticated-orcid":false,"given":"Gustavo J. G.","family":"Lahr","sequence":"additional","affiliation":[{"name":"Human-Robot Interfaces and physical Interaction (HRII) Lab, Istituto Italiano di Tecnologia, Genoa, Italy"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3262-6676","authenticated-orcid":false,"given":"Anany","family":"Dwivedi","sequence":"additional","affiliation":[{"name":"Chair of Autonomous Systems and Mechatronics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany"}]},{"given":"Tharik J. S.","family":"Reis","sequence":"additional","affiliation":[{"name":"São Carlos School of Engineering, University of São Paulo, São Carlos, Brazil"}]},{"given":"Paulo H.","family":"Polegato","sequence":"additional","affiliation":[{"name":"São Carlos School of Engineering, University of São Paulo, São Carlos, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-7508-5817","authenticated-orcid":false,"given":"Marcelo","family":"Becker","sequence":"additional","affiliation":[{"name":"São Carlos School of Engineering, University of São Paulo, São Carlos, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0898-1379","authenticated-orcid":false,"given":"Glauco A. P.","family":"Caurin","sequence":"additional","affiliation":[{"name":"São Carlos School of Engineering, University of São Paulo, São Carlos, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-6016-1477","authenticated-orcid":false,"given":"Minas","family":"Liarokapis","sequence":"additional","affiliation":[{"name":"New Dexterity Research Group, Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1002\/0471732877.emd097","article-title":"Electromyography","volume-title":"Encyclopedia of Medical Devices and Instrumentation","author":"De Luca","year":"2006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.1938.0050"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2007.09.002"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00637"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2936622"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.07.021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2021.1003865"},{"issue":"6","key":"ref8","first-page":"5591","article-title":"Medical diagnosis using deep learning techniques: A research survey","volume":"25","author":"Azad","year":"2021","journal-title":"Ann. Romanian Soc. Cell Biol."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-26766-7_68"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.46300\/9106.2020.14.52"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2021.621885"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.12681\/eadd\/41582"},{"key":"ref13","article-title":"Analysis, development, and evaluation of muscle machine interfaces for the intuitive control of robotic devices","author":"Dwivedi","year":"2021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2015.7324337"},{"key":"ref16","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. NAACL-HLT","author":"Devlin","year":"2019"},{"key":"ref17","article-title":"An image is worth 16x16 words: Transformers for Image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.10.006"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2016.00009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2896269"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-020-01590-8"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICAICA50127.2020.9182510"},{"key":"ref24","article-title":"Attention is all you need","volume-title":"Adv. Neural Inf. Process. Syst.","author":"Vaswani","year":"2017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0186132"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944590"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/10.204774"},{"key":"ref28","first-page":"126","article-title":"sEMG gesture recognition with a simple model of attention","volume-title":"Proc. Mach. Learn. Health","author":"Josephs","year":"2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2020.3046160"},{"key":"ref30","first-page":"813","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bertasius","year":"2021"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1101\/2020.11.10.20229385","article-title":"Application of transformers for predicting epilepsy treatment response","author":"Choong","year":"2020"},{"key":"ref32","article-title":"EEG based continuous speech recognition using transformers","author":"Krishna","year":"2019"},{"key":"ref33","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ioffe","year":"2015"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref35","article-title":"Layer normalization","author":"Ba","year":"2016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01199"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/RO-MAN46459.2019.8956456"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2007.07.009"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/10.914793"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630998"},{"key":"ref41","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"}],"container-title":["IEEE Robotics and Automation Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7083369\/9831196\/09834070.pdf?arnumber=9834070","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T06:38:46Z","timestamp":1706769526000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9834070\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/lra.2022.3192623","relation":{},"ISSN":["2377-3766","2377-3774"],"issn-type":[{"value":"2377-3766","type":"electronic"},{"value":"2377-3774","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10]]}}}