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6183,29059912,34373686,32650089,29524766,28475057,32950555,32087492,17281159,32751350,30705618,31978807,25372618,34532427,35880106,30532642,27066370,28764477,30973294,35860640,35344869,32117437,33226955,26437432,25165740,35799599,27446929,31130983,31775621,35069099,34633582,22254916,33031865,34776860,27942094,28237934,31945954,33162675,36257277,34760139,22563144,32012650,36772151,31744118,29994294,31168330,35185508,31133782,34858565,22364516,32305936,36033642,28367110,35003751,9934601,32204301,26736548,33026984,36085876,36082038,34770318,33672557,27641752,34790157,27688975,37053268,36199778,27213180,32116630,31013918,34069456,24083668,33265510,34111689,36188180,35515500,27081305,18364991,21708012,26347597,35969554,30002930,18364990,35449564,31110907,26736375,27386386,30307881,35892505,31569337,36471852,29059901,29375359,23922873,34671418,24399965,24839351,36821315,32318092,36939454,18795109,10935721,33613220,35722151,36083937,27462484,17281709,30281487,33531515,35222179,34160848,24895648,32598285,29769759,23624690,32486199,31479921,31703427,33917533,30795599,32203875,26609392,29060815,35552150,35401786,33265345,32795976,24391662,24039320,33846489,21544257,31080904,31294058,32834174,31947168,34658814,30717646,17282821,27019845,33203026,35727351,23401674,25914519,34241412,30026888,17280980,37137387,25859210,31056530,11415790,33580107,24770451,35698721,31944980,29326562,34470295,35814961,24454497,24672299,32570838,34335216,34870051,33192274,31163756,34469326,23031749,36262994,21097280,32085621,36997155,28028498,35658682,23366549,29379411,21603313,36560123,33287075,32955675,31853388,31255160,35425064,31634853,36366147,34690716,35496176,11771718,32410537,25276221,17271682,28748228,12885179,21461122,33286588,28115314,34682022,29057290,24971386,20401334,30811440,34066595,28268856,33267482,36553188,12662583,22359432,30443441,36509882,28991755,34441071,34990365,29170726,25914861,30577471,32451525,37037247,29383567,36479023,23055156,27148028,33018180,35884656,34972343,34460527,35945147,31244629,23367266,27366210,14554133,32697732,34623285,32756357,36713237,23626914,34337618,35950944,31905711,33561948,31346494,33286871,32357404,36812932,35139456,34350427,17271743,33525100,34714697,29238336,33163071,32406845,36345394,29994059,34335166,30935070,24987463,14735960,25114708,35273581,30499008,25852784,35651937,12672438,36772193,30942729,23271599,32314080,28331548,17547742,33685593,37035076,27445666,31555079,35201035,24678909,31779263,29910717,33063047,17281470,30840749,32899391,36038559,28510028,36845071,27867837,36262158,32784547,35890890,29994111,34264961,35761958,32823642,3451002,30815521,25093344,34154062,30052681,28103191,29887664,29276329,36261574,33671722,34263847,33822720,29566353,33937917,31588169,35757542,35371214,32456357,36850515,24892081,17271691,33798351,36158565,20047667,33584238,35500079,23420185,29849030,35885154,35806767,35492077,21869271,15473240,32225344,30654578,25983676,36477666,35205563,9698351,20057925,31316332,21869035,29209195,35695837,31674589,32286979,19068533,33781293,30515600,34352006,21868980,30711582,31119036,24706821,36001516,33291768,35601357,17281273,31777414,24556671,34883620,17282623,25206359,33208537,30876329,33542846,31533872,30880853,36968485,21869013,28824350,24639623,24042817,31998860[uid]

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2,587 results

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A PCA aided cross-covariance scheme for discriminative feature extraction from EEG signals.

Zarei R, He J, Siuly S, Zhang Y. Zarei R, et al. Comput Methods Programs Biomed. 2017 Jul;146:47-57. doi: 10.1016/j.cmpb.2017.05.009. Epub 2017 May 24. Comput Methods Programs Biomed. 2017. PMID: 28688489

Spectral feature extraction of EEG signals and pattern recognition during mental tasks of 2-D cursor movements for BCI using SVM and ANN.

Bascil MS, Tesneli AY, Temurtas F. Bascil MS, et al. Australas Phys Eng Sci Med. 2016 Sep;39(3):665-76. doi: 10.1007/s13246-016-0462-x. Epub 2016 Jul 4. Australas Phys Eng Sci Med. 2016. PMID: 27376723

Improving the separability of motor imagery EEG signals using a cross correlation-based least square support vector machine for brain-computer interface.

Siuly S, Li Y. Siuly S, et al. IEEE Trans Neural Syst Rehabil Eng. 2012 Jul;20(4):526-38. doi: 10.1109/TNSRE.2012.2184838. Epub 2012 Jan 23. IEEE Trans Neural Syst Rehabil Eng. 2012. PMID: 22287252

Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification.

Siuly S, Li Y. Siuly S, et al. Comput Methods Programs Biomed. 2015 Apr;119(1):29-42. doi: 10.1016/j.cmpb.2015.01.002. Epub 2015 Jan 30. Comput Methods Programs Biomed. 2015. PMID: 25704869

A fresh look at functional link neural network for motor imagery-based brain-computer interface.

Hettiarachchi IT, Babaei T, Nguyen T, Lim CP, Nahavandi S. Hettiarachchi IT, et al. J Neurosci Methods. 2018 Jul 15;305:28-35. doi: 10.1016/j.jneumeth.2018.05.001. Epub 2018 May 4. J Neurosci Methods. 2018. PMID: 29733940

Feature selection using regularized neighbourhood component analysis to enhance the classification performance of motor imagery signals.

Malan NS, Sharma S. Malan NS, et al. Comput Biol Med. 2019 Apr;107:118-126. doi: 10.1016/j.compbiomed.2019.02.009. Epub 2019 Feb 19. Comput Biol Med. 2019. PMID: 30802693

Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain-computer interface.

Siuly, Li Y, Paul Wen P. Siuly, et al. Comput Methods Programs Biomed. 2014 Mar;113(3):767-80. doi: 10.1016/j.cmpb.2013.12.020. Epub 2014 Jan 3. Comput Methods Programs Biomed. 2014. PMID: 24440135

Relevant Feature Selection from a Combination of Spectral-Temporal and Spatial Features for Classification of Motor Imagery EEG.

Kirar JS, Agrawal RK. Kirar JS, et al. J Med Syst. 2018 Mar 16;42(5):78. doi: 10.1007/s10916-018-0931-8. J Med Syst. 2018. PMID: 29546648

Channel selection and classification of electroencephalogram signals: an artificial neural network and genetic algorithm-based approach.

Yang J, Singh H, Hines EL, Schlaghecken F, Iliescu DD, Leeson MS, Stocks NG. Yang J, et al. Artif Intell Med. 2012 Jun;55(2):117-26. doi: 10.1016/j.artmed.2012.02.001. Epub 2012 Apr 12. Artif Intell Med. 2012. PMID: 22503644 Free article.

Neural network classification of autoregressive features from electroencephalogram signals for brain-computer interface design.

Huan NJ, Palaniappan R. Huan NJ, et al. J Neural Eng. 2004 Sep;1(3):142-50. doi: 10.1088/1741-2560/1/3/003. Epub 2004 Aug 31. J Neural Eng. 2004. PMID: 15876633 Clinical Trial.

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