{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T18:08:17Z","timestamp":1771265297309,"version":"3.50.1"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100005073","name":"Agency for Defense Development through the Challengeable Future Defense Technology Research and Development Program, in 2020","doi-asserted-by":"publisher","award":["912911601"],"award-info":[{"award-number":["912911601"]}],"id":[{"id":"10.13039\/501100005073","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3204758","type":"journal-article","created":{"date-parts":[[2022,9,6]],"date-time":"2022-09-06T19:24:51Z","timestamp":1662492291000},"page":"96984-96996","source":"Crossref","is-referenced-by-count":42,"title":["Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-Based EEG Signals"],"prefix":"10.1109","volume":"10","author":[{"given":"Sung-Jin","family":"Kim","sequence":"first","affiliation":[{"name":"Department of Artificial Intelligence, Korea University, Seongbuk-ku, Seoul, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2238-8910","authenticated-orcid":false,"given":"Dae-Hyeok","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Brain and Cognitive Engineering, Korea University, Seongbuk-ku, Seoul, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6249-4996","authenticated-orcid":false,"given":"Seong-Whan","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence, Korea University, Seongbuk-ku, Seoul, Republic of Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2736600"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/s120201211"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SMC52423.2021.9659151"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2941867"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3006907"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.2981659"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2881215"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2839116"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2825378"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988057"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2983182"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.12.013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2021.3122969"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056088"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41583-019-0202-9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-27725-3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3116196"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/5.939829"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2003.816866"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-006-0094-3"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/BF01129656"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn.2008.4634130"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.69"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06352-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3010780"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3059166"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2946869"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054359"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3202569"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/72.557671"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102172"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162657"},{"key":"ref36","first-page":"1","article-title":"BCI competition 2008\u2014Graz data set A","volume":"16","author":"Brunner","year":"2008"},{"key":"ref37","first-page":"1","article-title":"BCI competition 2008\u2014Graz data set B","author":"Leeb","year":"2008"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00612"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.05.032"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.160662"},{"key":"ref41","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Ioffe"},{"key":"ref42","first-page":"2270","article-title":"Learning the number of neurons in deep networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Alvarez"},{"issue":"1","key":"ref43","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.03.032"},{"key":"ref45","first-page":"327","article-title":"Toward brain\u2013computer interfacing","volume-title":"Evaluation Criteria for BCI Research","author":"Dornhege","year":"2007"},{"key":"ref46","first-page":"1","article-title":"How does batch normalization help optimization?","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Santurkar"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809633-8.20349-X"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/SMC42975.2020.9283028"},{"key":"ref49","article-title":"Transformer-based spatial\u2013temporal feature learning for EEG decoding","author":"Song","year":"2021","journal-title":"arXiv:2106.11170"},{"key":"ref50","volume-title":"Pattern Recognition with Support Vector Machines: First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings","volume":"2388","author":"Lee"},{"issue":"11","key":"ref51","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":"ref52","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Chen"},{"key":"ref53","article-title":"Understanding dimensional collapse in contrastive self-supervised learning","author":"Jing","year":"2021","journal-title":"arXiv:2110.09348"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2938295"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.3037326"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988323"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3030497"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09878333.pdf?arnumber=9878333","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T06:30:36Z","timestamp":1709361036000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9878333\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3204758","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}