{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T16:26:05Z","timestamp":1783527965297,"version":"3.55.0"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/smc.2017.8122608","type":"proceedings-article","created":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T17:22:47Z","timestamp":1512062567000},"page":"234-239","source":"Crossref","is-referenced-by-count":73,"title":["Deep learning-based classification for brain-computer interfaces"],"prefix":"10.1109","author":[{"given":"John","family":"Thomas","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tomasz","family":"Maszczyk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nishant","family":"Sinha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tilmann","family":"Kluge","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Justin","family":"Dauwels","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"crossref","first-page":"349","DOI":"10.4310\/SII.2009.v2.n3.a8","article-title":"Multi-class adaboost","volume":"2","author":"zhu","year":"2009","journal-title":"Statistics and Its Interface"},{"key":"ref32","author":"quinlan","year":"2014","journal-title":"C4 5 Programs for Machine Learning"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1971.223410"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7763\/IJIEE.2014.V4.398"},{"key":"ref36","author":"abadi","year":"2016","journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems"},{"key":"ref35","author":"proakis","year":"1996","journal-title":"Digital signal processing principles algorithms and application-3\/e"},{"key":"ref34","author":"oppenheim","year":"1999","journal-title":"Discrete-Time Signal Processing"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1883"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.9781\/ijimai.2016.415"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"ref13","author":"morrison","year":"1998","journal-title":"Multivariate analysis overview"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref15","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.270"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889955"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2008.4761638"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/3\/4\/007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/BIOROB.2016.7523707"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2457(02)00411-X"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037502"},{"key":"ref6","article-title":"Guideline 9b: Recommended standards for visual evoked potentials","year":"0","journal-title":"American Clinical Neurophysiology Society"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2015.05.008"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2015.06.002"},{"key":"ref8","author":"oikonomou","year":"2016","journal-title":"Comparative evaluation of state-of-the-art algorithms for ssvep-based bcis"},{"key":"ref7","author":"luck","year":"2014","journal-title":"An Introduction to the Event-Related Potential Technique"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3058060.3058068"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"215e","DOI":"10.1161\/01.CIR.101.23.e215","article-title":"Physiobank, physiotoolkit, and physionet","volume":"101","author":"goldberger","year":"2000","journal-title":"Circulation"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844260"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0172578"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF02345969"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.125"},{"key":"ref24","author":"spampinato","year":"2016","journal-title":"Deep learning human mind for automated visual classification"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2011.6033579"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R01"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.06.161"}],"event":{"name":"2017 IEEE International Conference on Systems, Man and Cybernetics (SMC)","location":"Banff, AB","start":{"date-parts":[[2017,10,5]]},"end":{"date-parts":[[2017,10,8]]}},"container-title":["2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8114675\/8122565\/08122608.pdf?arnumber=8122608","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,7]],"date-time":"2019-10-07T01:55:35Z","timestamp":1570413335000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8122608\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/smc.2017.8122608","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}