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Items: 1 to 20 of 129

1.

EEG channel selection using particle swarm optimization for the classification of auditory event-related potentials.

Gonzalez A, Nambu I, Hokari H, Wada Y.

ScientificWorldJournal. 2014;2014:350270. doi: 10.1155/2014/350270. Epub 2014 Mar 25.

2.

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.

Artif Intell Med. 2012 Jun;55(2):117-26. doi: 10.1016/j.artmed.2012.02.001. Epub 2012 Apr 12.

3.

Optimizing the channel selection and classification accuracy in EEG-based BCI.

Arvaneh M, Guan C, Ang KK, Quek C.

IEEE Trans Biomed Eng. 2011 Jun;58(6):1865-73. doi: 10.1109/TBME.2011.2131142. Epub 2011 Mar 22.

PMID:
21427014
4.

Channel selection by genetic algorithms for classifying single-trial ECoG during motor imagery.

Wei Q, Tu W.

Conf Proc IEEE Eng Med Biol Soc. 2008;2008:624-7. doi: 10.1109/IEMBS.2008.4649230.

PMID:
19162733
5.

P300 Chinese input system based on Bayesian LDA.

Jin J, Allison BZ, Brunner C, Wang B, Wang X, Zhang J, Neuper C, Pfurtscheller G.

Biomed Tech (Berl). 2010 Feb;55(1):5-18. doi: 10.1515/BMT.2010.003.

PMID:
20128741
6.

Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization.

Ma Y, Ding X, She Q, Luo Z, Potter T, Zhang Y.

Comput Math Methods Med. 2016;2016:4941235. doi: 10.1155/2016/4941235. Epub 2016 May 30.

7.

[EEG feature extraction based on quantum particle swarm optimizer and independent component analysis].

Huang L, Wang H.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2014 Jun;31(3):502-5. Chinese.

PMID:
25219223
8.
9.

Effect of feature and channel selection on EEG classification.

Al-Ani A, Al-Sukker A.

Conf Proc IEEE Eng Med Biol Soc. 2006;1:2171-4.

PMID:
17946093
10.

Genetic feature selection to optimally detect P300 in brain computer interfaces.

Atum Y, Gareis I, Gentiletti G, Acevedo R, Rufiner L.

Conf Proc IEEE Eng Med Biol Soc. 2010;2010:3289-92. doi: 10.1109/IEMBS.2010.5627254.

PMID:
21096616
11.

Classification of single trial motor imagery EEG recordings with subject adapted non-dyadic arbitrary time-frequency tilings.

Ince NF, Arica S, Tewfik A.

J Neural Eng. 2006 Sep;3(3):235-44. Epub 2006 Jul 20.

PMID:
16921207
12.

Different classification techniques considering brain computer interface applications.

Rezaei S, Tavakolian K, Nasrabadi AM, Setarehdan SK.

J Neural Eng. 2006 Jun;3(2):139-44. Epub 2006 May 16.

PMID:
16705270
13.

Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller.

Chai R, Ling SH, Hunter GP, Nguyen HT.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:5266-9. doi: 10.1109/EMBC.2012.6347182.

PMID:
23367117
14.

Performance analysis of a Principal Component Analysis ensemble classifier for Emotiv headset P300 spellers.

Elsawy AS, Eldawlatly S, Taher M, Aly GM.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:5032-5. doi: 10.1109/EMBC.2014.6944755.

PMID:
25571123
15.

Feature selection and classifier parameters estimation for EEG signals peak detection using particle swarm optimization.

Adam A, Shapiai MI, Tumari MZ, Mohamad MS, Mubin M.

ScientificWorldJournal. 2014;2014:973063. doi: 10.1155/2014/973063. Epub 2014 Aug 19.

16.

Learning event-related potentials (ERPs) from multichannel EEG recordings: a spatio-temporal modeling framework with a fast estimation algorithm.

Wu W, Gao S.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:6959-62. doi: 10.1109/IEMBS.2011.6091759.

PMID:
22255939
17.

Mu rhythm-based cursor control: an offline analysis.

Cheng M, Jia W, Gao X, Gao S, Yang F.

Clin Neurophysiol. 2004 Apr;115(4):745-51.

PMID:
15003752
18.

Model comparison for automatic characterization and classification of average ERPs using visual oddball paradigm.

Merzagora AC, Butti M, Polikar R, Izzetoglu M, Bunce S, Cerutti S, Bianchi AM, Onaral B.

Clin Neurophysiol. 2009 Feb;120(2):264-74. doi: 10.1016/j.clinph.2008.10.016. Epub 2008 Dec 4.

PMID:
19062338
19.

A classification-based method to estimate event-related potentials from single trial EEG.

Huang Z, Li M, Zhou C, Ma Y.

Sci China Life Sci. 2012 Jan;55(1):57-67. doi: 10.1007/s11427-011-4263-x. Epub 2012 Feb 8.

PMID:
22314492
20.

Auditory and spatial navigation imagery in Brain-Computer Interface using optimized wavelets.

Cabrera AF, Dremstrup K.

J Neurosci Methods. 2008 Sep 15;174(1):135-46. doi: 10.1016/j.jneumeth.2008.06.026. Epub 2008 Jul 6. Erratum in: J Neurosci Methods. 2009 Feb 15;177(1):258.

PMID:
18656500

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