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As a purely data\u2010driven subspace learning algorithm, DSP essentially is a spatial\u2010domain filter and does not make full use of the information in frequency domain. The paper presents multilinear discriminative spatial patterns (MDSP) to derive multiple interrelated lower dimensional discriminative subspaces of low frequency movement\u2010related cortical potential (MRCP). Experimental results on two finger movement tasks\u2019 EEG datasets demonstrate the effectiveness of the proposed MDSP method.<\/jats:p>","DOI":"10.1155\/2021\/6634672","type":"journal-article","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T19:38:03Z","timestamp":1622144283000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multilinear Discriminative Spatial Patterns for Movement\u2010Related Cortical Potential Based on EEG Classification with Tensor Representation"],"prefix":"10.1155","volume":"2021","author":[{"given":"Qian","family":"Cai","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2507-6357","authenticated-orcid":false,"given":"Jianfeng","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Hongfang","family":"Han","sequence":"additional","affiliation":[]},{"given":"Weiqiang","family":"Gong","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8220-9737","authenticated-orcid":false,"given":"Haixian","family":"Wang","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,5,27]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2019.00066"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.08.091"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1142\/s0129065714500038"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/tnsre.2020.2966826"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab598f"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/346217"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.889206"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2012.12.004"},{"volume-title":"Applications of Tensor Analysis","year":"2014","author":"McConnell A.-J.","key":"e_1_2_9_9_2"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1137\/07070111x"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2675478"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1318-8"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2007.1096"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.051"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2264678"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2018.2845450"},{"key":"e_1_2_9_17_2","doi-asserted-by":"crossref","unstructured":"MakantasisK. 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