A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG
Saved in:
Published in | Pattern recognition letters Vol. 176; pp. 28 - 33 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
01.12.2023
|
Online Access | Get full text |
Cover
Loading…
Author | Dolzhikova, Irina Zollanvari, Amin Abibullaev, Berdakh |
---|---|
Author_xml | – sequence: 1 givenname: Irina surname: Dolzhikova fullname: Dolzhikova, Irina – sequence: 2 givenname: Berdakh surname: Abibullaev fullname: Abibullaev, Berdakh – sequence: 3 givenname: Amin orcidid: 0000-0002-9172-8413 surname: Zollanvari fullname: Zollanvari, Amin |
BookMark | eNotkLFOwzAYhD0UibbwBgx-gYTfceLGYxVCKarEAEhskWP_BqfFseww8PakKsuddHe64VuRhR89EnLHIGfAxP2QBzVF1HkBBZ-jHBhbkOVcbbJaVNU1WaU0AIDgsl6Sjy19Vvp49M5itvcpuIiGPiAGekAVvfOfdBtCHJX-otNIX3_6AfU0Tw0GnMVPtDmplJx1Wk1u9HS0tG13N-TKqlPC239fk_fH9q15yg4vu32zPWSacZgyWXAtJDIGBrjtBYiil9JIy21dIrN9zate6sIwWVld2I0VkpWlBCONqGTN16S8_Oo4phTRdiG6bxV_OwbdmUg3dBci3ZnIOZ2J8D-53VoP |
Cites_doi | 10.1109/TBME.2020.2965178 10.1109/TMRB.2019.2959559 10.1016/j.neunet.2009.06.003 10.1109/TPAMI.2010.125 10.1080/00140139.2012.661084 10.1109/TNSRE.2009.2015197 10.1088/1741-2560/4/2/R01 10.1016/j.neucom.2020.03.064 10.1145/3534678.3539286 10.1109/TSMC.2021.3051136 10.1088/1741-2560/11/3/035005 10.1080/10618600.2020.1820345 10.1109/TNSRE.2022.3198041 10.1109/TNSRE.2019.2956488 10.1016/j.patrec.2015.01.015 10.1016/j.patrec.2007.06.018 10.1109/LSP.2019.2906824 10.3390/app10103549 10.1007/s10994-017-5686-9 10.1016/j.neuroimage.2019.116285 10.1088/1741-2552/aadea0 10.1016/j.engappai.2022.105151 10.1016/j.jneumeth.2012.09.020 10.1109/34.709601 10.3390/s22218550 10.1016/j.jneumeth.2007.03.005 10.1088/1741-2552/aace8c 10.1002/hbm.23730 10.1145/3065386 10.1016/j.bbe.2023.05.001 10.1088/1741-2552/ab260c 10.3389/fnhum.2013.00732 10.1016/j.patrec.2007.06.019 10.1016/j.dsp.2022.103816 10.1007/BF00058655 10.1109/TNNLS.2019.2946869 10.3390/a13010026 10.1016/j.neunet.2020.12.013 10.1109/JBHI.2018.2883458 10.1006/jcss.1997.1504 10.1016/j.jphysparis.2011.08.003 10.1016/S1388-2457(02)00057-3 10.1016/j.irbm.2021.07.001 10.1109/THMS.2022.3189576 10.2307/2332914 |
ContentType | Journal Article |
DBID | AAYXX CITATION |
DOI | 10.1016/j.patrec.2023.10.011 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Computer Science |
EndPage | 33 |
ExternalDocumentID | 10_1016_j_patrec_2023_10_011 |
GroupedDBID | --K --M .DC .~1 0R~ 123 1B1 1RT 1~. 1~5 29O 4.4 457 4G. 53G 5VS 7-5 71M 8P~ 9JN AABNK AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AATTM AAXKI AAXUO AAYFN AAYWO AAYXX ABBOA ABDPE ABFNM ABFRF ABJNI ABMAC ABWVN ABXDB ACDAQ ACGFO ACGFS ACNNM ACRLP ACRPL ACVFH ACZNC ADBBV ADCNI ADEZE ADJOM ADMUD ADMXK ADNMO ADTZH AEBSH AECPX AEFWE AEIPS AEKER AENEX AEUPX AFJKZ AFPUW AFTJW AFXIZ AGCQF AGHFR AGQPQ AGRNS AGUBO AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIGII AIIUN AIKHN AITUG AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU AOUOD APXCP ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC BNPGV CITATION CS3 DU5 EBS EFJIC EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HLZ HVGLF HZ~ IHE J1W JJJVA KOM LG9 LY1 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG RNS ROL RPZ SBC SDF SDG SDP SDS SES SEW SPC SPCBC SSH SST SSV SSZ T5K TN5 UNMZH VOH WH7 WUQ XPP Y6R ZMT ~G- |
ID | FETCH-LOGICAL-c130t-923c69e110d03fb6062b99d9f3f84e1fb835b9c2d195fc2f7f6914490d9d65983 |
ISSN | 0167-8655 |
IngestDate | Tue Jul 01 02:40:47 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c130t-923c69e110d03fb6062b99d9f3f84e1fb835b9c2d195fc2f7f6914490d9d65983 |
ORCID | 0000-0002-9172-8413 |
PageCount | 6 |
ParticipantIDs | crossref_primary_10_1016_j_patrec_2023_10_011 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2023-12-00 |
PublicationDateYYYYMMDD | 2023-12-01 |
PublicationDate_xml | – month: 12 year: 2023 text: 2023-12-00 |
PublicationDecade | 2020 |
PublicationTitle | Pattern recognition letters |
PublicationYear | 2023 |
References | Kundu (10.1016/j.patrec.2023.10.011_b12) 2019; 2 Ganaie (10.1016/j.patrec.2023.10.011_b29) 2022; 115 Chatterjee (10.1016/j.patrec.2023.10.011_b30) 2022; 22 Soria-Frisch (10.1016/j.patrec.2023.10.011_b28) 2013 Jin (10.1016/j.patrec.2023.10.011_b18) 2013; 212 Kindermans (10.1016/j.patrec.2023.10.011_b16) 2014; 11 Wolpaw (10.1016/j.patrec.2023.10.011_b1) 2002; 113 Abibullaev (10.1016/j.patrec.2023.10.011_b8) 2022; 52 Lawhern (10.1016/j.patrec.2023.10.011_b27) 2018; 15 Jayaram (10.1016/j.patrec.2023.10.011_b59) 2018; 15 Zhu (10.1016/j.patrec.2023.10.011_b60) 2022; 30 Breiman (10.1016/j.patrec.2023.10.011_b34) 1996; 24 Ayoobi (10.1016/j.patrec.2023.10.011_b21) 2022 Freund (10.1016/j.patrec.2023.10.011_b32) 1997; 55 Wang (10.1016/j.patrec.2023.10.011_b39) 2020; 10 Quenouille (10.1016/j.patrec.2023.10.011_b40) 1949 Maher (10.1016/j.patrec.2023.10.011_b31) 2023; 43 Li (10.1016/j.patrec.2023.10.011_b7) 2020; 205 Jeon (10.1016/j.patrec.2023.10.011_b20) 2021 Lu (10.1016/j.patrec.2023.10.011_b15) 2009; 17 Vallabhaneni (10.1016/j.patrec.2023.10.011_b2) 2005 Kwon (10.1016/j.patrec.2023.10.011_b19) 2019; 31 Sun (10.1016/j.patrec.2023.10.011_b35) 2007; 28 Krizhevsky (10.1016/j.patrec.2023.10.011_b22) 2017; 60 Kott (10.1016/j.patrec.2023.10.011_b48) 2001; 17 Fazli (10.1016/j.patrec.2023.10.011_b17) 2009; 22 Riccio (10.1016/j.patrec.2023.10.011_b57) 2013; 7 Zhang (10.1016/j.patrec.2023.10.011_b26) 2019 Taherkhani (10.1016/j.patrec.2023.10.011_b62) 2020; 404 Ghosal (10.1016/j.patrec.2023.10.011_b46) 2020; 30 Ghosal (10.1016/j.patrec.2023.10.011_b47) 2022 Simske (10.1016/j.patrec.2023.10.011_b37) 2019 Roy (10.1016/j.patrec.2023.10.011_b25) 2019; 16 Ho (10.1016/j.patrec.2023.10.011_b36) 1998; 20 Srivastava (10.1016/j.patrec.2023.10.011_b55) 2014; 15 Lotte (10.1016/j.patrec.2023.10.011_b6) 2007; 4 Nouri (10.1016/j.patrec.2023.10.011_b51) 2023; 133 Fazel-Rezai (10.1016/j.patrec.2023.10.011_b11) 2011; 83 Abibullaev (10.1016/j.patrec.2023.10.011_b61) 2021; 52 Karlos (10.1016/j.patrec.2023.10.011_b49) 2020; 13 Kundu (10.1016/j.patrec.2023.10.011_b3) 2022; 43 Jin (10.1016/j.patrec.2023.10.011_b9) 2020; 67 Tukey (10.1016/j.patrec.2023.10.011_b42) 1958; 29 Alaa (10.1016/j.patrec.2023.10.011_b43) 2020 Zhang (10.1016/j.patrec.2023.10.011_b52) 2021; 136 Jin (10.1016/j.patrec.2023.10.011_b14) 2019; 28 Aloise (10.1016/j.patrec.2023.10.011_b56) 2012; 55 Quenouille (10.1016/j.patrec.2023.10.011_b41) 1956; 43 Cecotti (10.1016/j.patrec.2023.10.011_b4) 2011; 105 Cecotti (10.1016/j.patrec.2023.10.011_b5) 2015; 66 Abibullaev (10.1016/j.patrec.2023.10.011_b10) 2019; 23 10.1016/j.patrec.2023.10.011_b44 Cecotti (10.1016/j.patrec.2023.10.011_b13) 2010; 33 Chollet (10.1016/j.patrec.2023.10.011_b23) 2017 Schirrmeister (10.1016/j.patrec.2023.10.011_b24) 2017; 38 Hoffmann (10.1016/j.patrec.2023.10.011_b58) 2008; 167 van Rijn (10.1016/j.patrec.2023.10.011_b38) 2018; 107 Zhang (10.1016/j.patrec.2023.10.011_b50) 2019; 26 Ioffe (10.1016/j.patrec.2023.10.011_b53) 2015 Rodríguez (10.1016/j.patrec.2023.10.011_b33) 2008; 29 Clevert (10.1016/j.patrec.2023.10.011_b54) 2015 Wager (10.1016/j.patrec.2023.10.011_b45) 2014; 15 |
References_xml | – year: 2017 ident: 10.1016/j.patrec.2023.10.011_b23 – volume: 67 start-page: 2585 issue: 9 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b9 article-title: Developing a novel tactile P300 brain-computer interface with a cheeks-stim paradigm publication-title: IEEE Trans. Biomed. Eng. doi: 10.1109/TBME.2020.2965178 – volume: 2 start-page: 86 issue: 1 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b12 article-title: MsCNN: A deep learning framework for P300-based brain–computer interface speller publication-title: IEEE Trans. Med. Robot. Bion. doi: 10.1109/TMRB.2019.2959559 – volume: 22 start-page: 1305 issue: 9 year: 2009 ident: 10.1016/j.patrec.2023.10.011_b17 article-title: Subject-independent mental state classification in single trials publication-title: Neural Netw. doi: 10.1016/j.neunet.2009.06.003 – volume: 33 start-page: 433 issue: 3 year: 2010 ident: 10.1016/j.patrec.2023.10.011_b13 article-title: Convolutional neural networks for P300 detection with application to brain-computer interfaces publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2010.125 – volume: 55 start-page: 538 issue: 5 year: 2012 ident: 10.1016/j.patrec.2023.10.011_b56 article-title: A covert attention P300-based brain–computer interface: Geospell publication-title: Ergonomics doi: 10.1080/00140139.2012.661084 – volume: 17 start-page: 135 issue: 2 year: 2009 ident: 10.1016/j.patrec.2023.10.011_b15 article-title: Unsupervised brain computer interface based on intersubject information and online adaptation publication-title: IEEE Trans. Neural Syst. Rehabil. Eng. doi: 10.1109/TNSRE.2009.2015197 – start-page: 85 year: 2005 ident: 10.1016/j.patrec.2023.10.011_b2 article-title: Brain–computer interface – volume: 4 start-page: R1 issue: 2 year: 2007 ident: 10.1016/j.patrec.2023.10.011_b6 article-title: A review of classification algorithms for EEG-based brain–computer interfaces publication-title: J. Neural Eng. doi: 10.1088/1741-2560/4/2/R01 – volume: 404 start-page: 351 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b62 article-title: AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning publication-title: Neurocomputing doi: 10.1016/j.neucom.2020.03.064 – ident: 10.1016/j.patrec.2023.10.011_b44 doi: 10.1145/3534678.3539286 – volume: 52 start-page: 2744 issue: 5 year: 2021 ident: 10.1016/j.patrec.2023.10.011_b61 article-title: A systematic deep learning model selection for P300-based brain–computer interfaces publication-title: IEEE Trans. Syst. Man Cybern. Syst. doi: 10.1109/TSMC.2021.3051136 – start-page: 165 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b43 article-title: Discriminative jackknife: Quantifying uncertainty in deep learning via higher-order influence functions – volume: 11 issue: 3 year: 2014 ident: 10.1016/j.patrec.2023.10.011_b16 article-title: Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller publication-title: J. Neural Eng. doi: 10.1088/1741-2560/11/3/035005 – volume: 30 start-page: 493 issue: 2 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b46 article-title: Boosting random forests to reduce bias; one-step boosted forest and its variance estimate publication-title: J. Comput. Graph. Statist. doi: 10.1080/10618600.2020.1820345 – volume: 30 start-page: 2283 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b60 article-title: On the deep learning models for EEG-based brain-computer interface using motor imagery publication-title: IEEE Trans. Neural Syst. Rehabil. Eng. doi: 10.1109/TNSRE.2022.3198041 – start-page: 218 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b21 article-title: A subject-independent brain-computer interface framework based on supervised autoencoder – volume: 28 start-page: 3 issue: 1 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b14 article-title: The study of generic model set for reducing calibration time in P300-based brain–computer interface publication-title: IEEE Trans. Neural Syst. Rehabil. Eng. doi: 10.1109/TNSRE.2019.2956488 – volume: 66 start-page: 127 year: 2015 ident: 10.1016/j.patrec.2023.10.011_b5 article-title: Toward shift invariant detection of event-related potentials in non-invasive brain-computer interface publication-title: Pattern Recognit. Lett. doi: 10.1016/j.patrec.2015.01.015 – volume: 28 start-page: 2157 issue: 15 year: 2007 ident: 10.1016/j.patrec.2023.10.011_b35 article-title: An experimental evaluation of ensemble methods for EEG signal classification publication-title: Pattern Recognit. Lett. doi: 10.1016/j.patrec.2007.06.018 – volume: 26 start-page: 715 issue: 5 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b50 article-title: A convolutional recurrent attention model for subject-independent EEG signal analysis publication-title: IEEE Signal Process. Lett. doi: 10.1109/LSP.2019.2906824 – volume: 15 start-page: 1929 issue: 1 year: 2014 ident: 10.1016/j.patrec.2023.10.011_b55 article-title: Dropout: A simple way to prevent neural networks from overfitting publication-title: J. Mach. Learn. Res. – volume: 83 start-page: 98 year: 2011 ident: 10.1016/j.patrec.2023.10.011_b11 article-title: P300-based brain-computer interface paradigm design publication-title: Recent Adv. Brain-Comput. Interf. Syst. – start-page: 41 year: 2013 ident: 10.1016/j.patrec.2023.10.011_b28 article-title: A critical review on the usage of ensembles for BCI – volume: 10 start-page: 3549 issue: 10 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b39 article-title: Ensemble model based on stacked long short-term memory model for cycle life prediction of lithium–ion batteries publication-title: Appl. Sci. doi: 10.3390/app10103549 – year: 2021 ident: 10.1016/j.patrec.2023.10.011_b20 article-title: Mutual information-driven subject-invariant and class-relevant deep representation learning in BCI publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 107 start-page: 149 issue: 1 year: 2018 ident: 10.1016/j.patrec.2023.10.011_b38 article-title: The online performance estimation framework: heterogeneous ensemble learning for data streams publication-title: Mach. Learn. doi: 10.1007/s10994-017-5686-9 – volume: 205 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b7 article-title: Inter-subject P300 variability relates to the efficiency of brain networks reconfigured from resting-to task-state: evidence from a simultaneous event-related EEG-fMRI study publication-title: NeuroImage doi: 10.1016/j.neuroimage.2019.116285 – volume: 15 issue: 6 year: 2018 ident: 10.1016/j.patrec.2023.10.011_b59 article-title: MOABB: Trustworthy algorithm benchmarking for BCIs publication-title: J. Neural Eng. doi: 10.1088/1741-2552/aadea0 – volume: 115 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b29 article-title: Ensemble deep learning: A review publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2022.105151 – volume: 212 start-page: 94 issue: 1 year: 2013 ident: 10.1016/j.patrec.2023.10.011_b18 article-title: Whether generic model works for rapid ERP-based BCI calibration publication-title: J. Neurosci. Methods doi: 10.1016/j.jneumeth.2012.09.020 – volume: 20 start-page: 832 issue: 8 year: 1998 ident: 10.1016/j.patrec.2023.10.011_b36 article-title: The random subspace method for constructing decision forests publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.709601 – year: 2019 ident: 10.1016/j.patrec.2023.10.011_b26 – volume: 22 start-page: 8550 issue: 21 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b30 article-title: EEG-based emotion classification using stacking ensemble approach publication-title: Sensors doi: 10.3390/s22218550 – volume: 167 start-page: 115 issue: 1 year: 2008 ident: 10.1016/j.patrec.2023.10.011_b58 article-title: An efficient P300-based brain–computer interface for disabled subjects publication-title: J. Neurosci. Methods doi: 10.1016/j.jneumeth.2007.03.005 – volume: 15 issue: 5 year: 2018 ident: 10.1016/j.patrec.2023.10.011_b27 article-title: EEGNet: A compact convolutional neural network for EEG-based brain–computer interfaces publication-title: J. Neural Eng. doi: 10.1088/1741-2552/aace8c – volume: 38 start-page: 5391 issue: 11 year: 2017 ident: 10.1016/j.patrec.2023.10.011_b24 article-title: Deep learning with convolutional neural networks for EEG decoding and visualization publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.23730 – volume: 60 start-page: 84 issue: 6 year: 2017 ident: 10.1016/j.patrec.2023.10.011_b22 article-title: Imagenet classification with deep convolutional neural networks publication-title: Commun. ACM doi: 10.1145/3065386 – volume: 43 start-page: 463 issue: 2 year: 2023 ident: 10.1016/j.patrec.2023.10.011_b31 article-title: Hybrid EEG-fNIRS brain-computer interface based on the non-linear features extraction and stacking ensemble learning publication-title: Biocybern. Biomed. Eng. doi: 10.1016/j.bbe.2023.05.001 – year: 2022 ident: 10.1016/j.patrec.2023.10.011_b47 – year: 2015 ident: 10.1016/j.patrec.2023.10.011_b54 – volume: 16 issue: 5 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b25 article-title: Deep learning-based electroencephalography analysis: A systematic review publication-title: J. Neural Eng. doi: 10.1088/1741-2552/ab260c – start-page: 483 year: 1949 ident: 10.1016/j.patrec.2023.10.011_b40 article-title: Approximate tests of correlation in time-series 3 – volume: 7 start-page: 732 year: 2013 ident: 10.1016/j.patrec.2023.10.011_b57 article-title: Attention and P300-based BCI performance in people with amyotrophic lateral sclerosis publication-title: Front. Hum. Neurosci. doi: 10.3389/fnhum.2013.00732 – volume: 29 start-page: 1049 issue: 8 year: 2008 ident: 10.1016/j.patrec.2023.10.011_b33 article-title: Boosting recombined weak classifiers publication-title: Pattern Recognit. Lett. doi: 10.1016/j.patrec.2007.06.019 – volume: 29 start-page: 614 year: 1958 ident: 10.1016/j.patrec.2023.10.011_b42 article-title: Bias and confidence in not quite large samples publication-title: Ann. Math. Stat. – volume: 133 year: 2023 ident: 10.1016/j.patrec.2023.10.011_b51 article-title: Towards real-world BCI: Ccspnet, a compact subject-independent motor imagery framework publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2022.103816 – volume: 15 start-page: 1625 issue: 1 year: 2014 ident: 10.1016/j.patrec.2023.10.011_b45 article-title: Confidence intervals for random forests: The jackknife and the infinitesimal jackknife publication-title: J. Mach. Learn. Res. – volume: 24 start-page: 123 year: 1996 ident: 10.1016/j.patrec.2023.10.011_b34 article-title: Bagging predictors publication-title: Mach. Learn. doi: 10.1007/BF00058655 – start-page: 448 year: 2015 ident: 10.1016/j.patrec.2023.10.011_b53 article-title: Batch normalization: Accelerating deep network training by reducing internal covariate shift – volume: 31 start-page: 3839 issue: 10 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b19 article-title: Subject-independent brain–computer interfaces based on deep convolutional neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2019.2946869 – volume: 13 start-page: 26 issue: 1 year: 2020 ident: 10.1016/j.patrec.2023.10.011_b49 article-title: A soft-voting ensemble based co-training scheme using static selection for binary classification problems publication-title: Algorithms doi: 10.3390/a13010026 – year: 2019 ident: 10.1016/j.patrec.2023.10.011_b37 – volume: 136 start-page: 1 year: 2021 ident: 10.1016/j.patrec.2023.10.011_b52 article-title: Adaptive transfer learning for EEG motor imagery classification with deep convolutional neural network publication-title: Neural Netw. doi: 10.1016/j.neunet.2020.12.013 – volume: 23 start-page: 2009 issue: 5 year: 2019 ident: 10.1016/j.patrec.2023.10.011_b10 article-title: Learning discriminative spatiospectral features of ERPs for accurate brain–computer interfaces publication-title: IEEE J. Biomed. Health Inf. doi: 10.1109/JBHI.2018.2883458 – volume: 55 start-page: 119 issue: 1 year: 1997 ident: 10.1016/j.patrec.2023.10.011_b32 article-title: A decision-theoretic generalization of on-line learning and an application to boosting publication-title: J. Comput. Syst. Sci. doi: 10.1006/jcss.1997.1504 – volume: 17 start-page: 521 issue: 4 year: 2001 ident: 10.1016/j.patrec.2023.10.011_b48 article-title: The delete-a-group jackknife publication-title: J. Official Stat. – volume: 105 start-page: 106 issue: 1–3 year: 2011 ident: 10.1016/j.patrec.2023.10.011_b4 article-title: Spelling with non-invasive Brain–Computer Interfaces–Current and future trends publication-title: J. Physiol.-Paris doi: 10.1016/j.jphysparis.2011.08.003 – volume: 113 start-page: 767 issue: 6 year: 2002 ident: 10.1016/j.patrec.2023.10.011_b1 article-title: Brain–computer interfaces for communication and control publication-title: Clinic. Neurophysiol. doi: 10.1016/S1388-2457(02)00057-3 – volume: 43 start-page: 317 issue: 4 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b3 article-title: Brain-Computer interface speller system for alternative communication: a review publication-title: IRBM doi: 10.1016/j.irbm.2021.07.001 – volume: 52 start-page: 843 issue: 5 year: 2022 ident: 10.1016/j.patrec.2023.10.011_b8 article-title: Subject-independent classification of P300 event-related potentials using a small number of training subjects publication-title: IEEE Trans. Hum.-Mach. Syst. doi: 10.1109/THMS.2022.3189576 – volume: 43 start-page: 353 issue: 3/4 year: 1956 ident: 10.1016/j.patrec.2023.10.011_b41 article-title: Notes on bias in estimation publication-title: Biometrika doi: 10.2307/2332914 |
SSID | ssj0006398 |
Score | 2.414825 |
SourceID | crossref |
SourceType | Index Database |
StartPage | 28 |
Title | A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG |
Volume | 176 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELYQLDDwRrzlgQ2lKnGaxGOFCpQBMYBUsURxbPMoJKgKDB347dzFdppShIAlqiLLanJfzt_Z390RcoSfTOAL7umAawhQROQJ4cdeHMpAMC50YNQWV-HFbXA56AwmWtUqu6QUrWz8bV7Jf6wK98CumCX7B8vWk8IN-A32hStYGK6_snH3GFPkhyhP8fo5npkr1BWrV1c29R5ZZp0zBU4Cd11gqGt9W5qmmCgXqqljr3feZKzXVQFOTHqxSiMY9VzlAE1a0hfP44fHYfFeEdH-yHbkNqdKjwKC3BSeDIGkRjId1hvQd4jB_D01ye7dF1sE3O5B-Kyh57DbkuBuMcV1yq9GU54xbqyxpvbFjPc2GwlPLTwGUFhf0mctlN5ZdzxVLPvLIlZLC51q7SkxsyQ4C9xK2pgBvuBDNIHusPUxUQIBSYtdCXh8CJdhWckAZ_9Lg8E0qMjNKlm2MQTtGkCskTmVr5MV15-DWne9TpYaxSY3yKBLZ9FCES3UoYU6tNCyoN-ghU6jhRaaAlo2ye1Z7-b0wrN9NbwMGEvpAafPQq6A-Mk20wJCWPhYueSa6ThQJ1oAKxc88-UJ7-jM15EOOcTdvC25DDs8ZltkPi9ytU2oxinaKYtkJw1UAKs4CyPFI6a0L7M03SGee1fJqymfkvxkod0_jt8jixM87pP5cvSmDoAlluKwsvEnoPNqRQ |
linkProvider | Elsevier |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Jackknife-Inspired+Deep+Learning+Approach+to+Subject-Independent+Classification+of+EEG&rft.jtitle=Pattern+recognition+letters&rft.au=Dolzhikova%2C+Irina&rft.au=Abibullaev%2C+Berdakh&rft.au=Zollanvari%2C+Amin&rft.date=2023-12-01&rft.issn=0167-8655&rft.volume=176&rft.spage=28&rft.epage=33&rft_id=info:doi/10.1016%2Fj.patrec.2023.10.011&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_patrec_2023_10_011 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0167-8655&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0167-8655&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0167-8655&client=summon |