{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T10:11:13Z","timestamp":1772619073666,"version":"3.50.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3045225","type":"journal-article","created":{"date-parts":[[2020,12,17]],"date-time":"2020-12-17T02:36:17Z","timestamp":1608172577000},"page":"224791-224802","source":"Crossref","is-referenced-by-count":38,"title":["Meta Learn on Constrained Transfer Learning for Low Resource Cross Subject EEG Classification"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4323-642X","authenticated-orcid":false,"given":"Tiehang","family":"Duan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4235-6246","authenticated-orcid":false,"given":"Mohammad Abuzar","family":"Shaikh","sequence":"additional","affiliation":[]},{"given":"Mihir","family":"Chauhan","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Chu","sequence":"additional","affiliation":[]},{"given":"Rohini K.","family":"Srihari","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6597-5851","authenticated-orcid":false,"given":"Archita","family":"Pathak","sequence":"additional","affiliation":[]},{"given":"Sargur N.","family":"Srihari","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2971600"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2971610"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462115"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S0079-7421(08)60536-8"},{"key":"ref31","first-page":"6470","article-title":"Gradient episodic memory for continual learning","author":"lopez-paz","year":"2017","journal-title":"Proc 31st Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref30","article-title":"Ultra efficient transfer learning with meta update for cross subject EEG classification","author":"duan","year":"2020","journal-title":"arXiv 2003 06113"},{"key":"ref37","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"Vision Computer"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/NER.2013.6695876"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2012.00055"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2699784"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2627016"},{"key":"ref12","article-title":"A new generation of brain-computer interface based on Riemannian geometry","author":"congedo","year":"2013","journal-title":"arXiv 1310 8115"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref15","first-page":"1703","article-title":"Cascade and parallel convolutional recurrent neural networks on eeg-based intention recognition for brain computer interface","author":"zhang","year":"2018","journal-title":"Proc AAAI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2019.2906824"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2544108"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2016.2633379"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2016.2608931"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2115"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-9-5"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1253"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aaf3f6"},{"key":"ref6","author":"siuly","year":"2018","journal-title":"EEG Signal Analysis and Classification Techniques and Applications"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1082"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2016.10.008"},{"key":"ref8","first-page":"513","article-title":"Subject independent eeg-based bci decoding","author":"fazli","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2008.4634130"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2018.00312"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/618649"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3241"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2009.2022557"},{"key":"ref22","first-page":"2732","article-title":"Personalizing EEG-based affective models with transfer learning","author":"zheng","year":"2016","journal-title":"Proc Intern Joint Conf Artificial Intel (IJCAI)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2253608"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2742541"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2018.2826840"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00049"},{"key":"ref25","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume":"70","author":"finn","year":"2017","journal-title":"Proc Int Conf Mach Learn (ICML)"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09296222.pdf?arnumber=9296222","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T01:09:08Z","timestamp":1641949748000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9296222\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3045225","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}