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Data sets - BNCI Horizon 2020 HomeProjectConsortiumDetailsAdvisory BoardDeliverablesMilestonesDisseminationRetreatRelated ProjectsContactAbout BCIsBasicsGlossaryBibliographyLinksCommunityNewsEventsJobsEnd UsersCompaniesResearch GroupsSoftwareBCI SocietyDatabaseData setsSubmit new data setRoadmap Login Log in HomeDatabaseData sets Data sets All data sets in this database are unshut access. This ways that you can freely download and use the data equal to their licenses. Additionally, if there is an associated publication, please make sure to cite it. 1. Four matriculation motor imagery (001-2014) This four matriculation motor imagery data set was originally released as data set 2a of the BCI Competition IV. Participants 9 Signals 22 EEG, 3 EOG Data A01T, A01E, A02T, A02E, A03T, A03E, A04T, A04E, A05T, A05E, A06T, A06E, A07T, A07E, A08T, A08E, A09T, A09E License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF (will be updated and extended soon) Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 2. Two matriculation motor imagery (002-2014) Participants 14 Signals 15 EEG Data S01T, S01E, S02T, S02E, S03T, S03E, S04T, S04E, S05T, S05E, S06T, S06E, S07T, S07E, S08T, S08E, S09T, S09E, S10T, S10E, S11T, S11E, S12T, S12E, S13T, S13E, S14T, S14E License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF (will be updated and extended soon) Publication Link Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 3. Mental arithmetic (003-2014) Participants 8 Signals 52 fNIRS Data S01, S02, S03, S04, S05, S06, S07, S08 License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 4. Two matriculation motor imagery (004-2014) This two matriculation motor imagery data set was originally released as data set 2b of the BCI Competition IV. Participants 9 Signals 3 EEG, 3 EOG Data B01T, B01E, B02T, B02E, B03T, B03E, B04T, B04E, B05T, B05E, B06T, B06E, B07T, B07E, B08T, B08E, B09T, B09E License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF (will be updated and extended soon) Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 5. Auditory oddball during hypnosis (005-2014) Participants 2 Signals 27 EEG, 4 EOG Data S01, S02 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Prof. Dr. Andrea Kübler, Department of Psychology I, Institute for Psychology, University of Würzburg Description PDF Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 6. SCP training in stroke (006-2014) Participants 2 Signals 1 EEG, 1 EOG Data S01, S02 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Prof. Dr. Andrea Kübler, Department of Psychology I, Institute for Psychology, University of Würzburg Description PDF Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 7. Two-finger gameplay with deliberately lightweight controller (007-2014) Participants 10 Signals 32 EEG, 4 EOG, 4 EMG, temperature, GSR, respiration Data S00, S01, S02, S04, S05, S06, S07, S09, S10, S11 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Human Media Interaction, University of Twente Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 8. P300 speller with ALS patients (008-2014) Participants 8 Signals 8 EEG Data A01, A02, A03, A04, A05, A06, A07, A08 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neuroelectrical Imaging and BCI Laboratory, IRCCS Fondazione Santa Lucia, Rome, Italy Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 9. Covert and overt ERP-based BCI (009-2014) Participants 10 Signals 16 EEG Data A01S, A01G, A02S, A02G, A03S, A03G, A04S, A04G, A05S, A05G, A06S, A06G, A07S, A07G, A08S, A08G, A09S, A09G, A10S, A10G License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neuroelectrical Imaging and BCI Laboratory, IRCCS Fondazione Santa Lucia, Rome, Italy Description PDF Publication DOI, DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 10. Autocalibration and recurrent version (001-2015) Participants 12 Signals 13 EEG Data S01A, S01B, S02A, S02B, S03A, S03B, S04A, S04B, S05A, S05B, S06A, S06B, S07A, S07B, S08A, S08B, S08C, S09A, S09B, S09C, S10A, S10B, S10C, S11A, S11B, S11C, S12A, S12B License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 11. Neuroprosthetic tenancy of an EEG/EOG BNCI (002-2015) Participants 1 Signals 5 EEG, 1 EOG Data S01 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Applied Neurotechnology Lab, Institute of Medical Psychology and Behavioral Neurobiology and Department of Psychiatry and Psychotherapy, University Hospital of Tübingen, Germany Description PDF Publication DOI, DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 12. Visual P300 speller (003-2015) Participants 10 Signals 8 EEG Data s1, s2, s3, s4, s5, s6, s7, s8, s9, s10 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor g.tec medical engineering Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 13. Individual imagery (004-2015) Participants 9 Signals 30 EEG Data A, C, D, E, F, G, H, J, L License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Institute for Knowledge Discovery, Graz University of Technology Description PDF Publication Coming soon Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 14. Covert shifts of sustentation (005-2015) Participants 8 Signals 60 EEG, 2 EOG Data VPiac, VPiae, VPnh, VPmk, VPgao, VPiah, VPiaa, VPiai License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 15. Music BCI (006-2015) Participants 11 Signals 64 EEG Data VPaak, VPaan, VPgcc, VPaap, VPaaq, VPjaq, VPaar, VPjat, VPgeo, VPaas, VPaat, music-samples License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 16. Motion VEP Speller (007-2015) Participants 16 Signals 63 EEG Data VPfat, VPgdf, VPgdg,VPiac,VPiba,VPibe,VPibq,VPibs,VPibt,VPibu,VPibv,VPibw,VPibx,VPiby,VPice,VPicv License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description Coming soon Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 17. Center Speller (008-2015) Participants 13 Signals 63 EEG Data VPiac, VPiba, VPibb, VPibc, VPibd, VPibe, VPibf, VPibg, VPibh, VPibi, VPibj, VPica, VPsaf License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 18. AMUSE - an auditory speller based on spatial hearing (009-2015) Participants 21 Signals 60 EEG, 2 EOG Data VPfce, VPkw, VPfaz, VPfcj, VPfcg, VPfar, VPfaw, VPfax, VPfcc, VPfcm, VPfas, VPfch, VPfcd, VPfca, VPfcb, VPfau, VPfci, VPfav, VPfat, VPfcl, VPfck License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description Coming soon Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 19. RSVP speller (010-2015) Participants 12 Signals 63 EEG Data VPfat, VPgcb, VPgcc, VPgcd, VPgce, VPgcf, VPgcg, VPgch, VPiay, VPicn, VPicr, VPpia License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description Coming soon Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 20. ECoG-based BCI based on cognitive tenancy (011-2015) Participants 1 Signals 112 subdural ECoG Data 1, 2 License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Brain Center Rudolf Magnus, UMC Utrecht, Netherlands Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 21. PASS2D - auditory ERP Speller (012-2015) Participants 12 Signals 63 EEG Data VPnv, VPnw, VPnx, VPny, VPnz, VPmg, VPoa, VPob, VPoc, VPod, VPja, VPoe License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description Coming soon Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 22. Monitoring error-related potentials (013-2015) Participants 6 Signals 64 EEG Data S01-1, S01-2, S02-1, S02-2, S03-1, S03-2, S04-1, S04-2, S05-1, S05-2, S06-1, S06-2 License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Chair on Brain-Machine Interface (CNBI), Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 23. ECoG-based 1-class motor imagery BCI (001-2016) Participants 10 Signals 64-106 subdural ECoG Data S01, S02, S03, S04, S05, S06, S07, S08, S09, S10 License Creative Commons Attribution No Derivatives license (CC BY-ND 4.0) Licensor Jeffrey Ojemann, Department of Neurological Surgery, University of Washington, Seattle, WA, USA Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. 24. Emergency braking during simulated driving (002-2016) Participants 18 Signals 59 EEG, 2 EOG, 1 EMG, 7 others Data VPae, VPbba, VPgab, VPgag, VPgam, VPja, VPbad, VPdx, VPgac, VPgah, VPih, VPsaj, VPbax, VPgaa, VPgae, VPgal, VPii, VPsal License Creative Commons Attribution Non-Commercial No Derivatives license (CC BY-NC-ND 4.0) Licensor Neurotechnology Group, Technische Universität Berlin, Germany Description TXT Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it. 25. Upper limb movement decoding from EEG (001-2017) Participants 15 Signals 61 EEG, 3 EOG, movement data Data S01_ME, S01_MI, S02_ME, S02_MI, S03_ME, S03_MI, S04_ME, S04_MI, S05_ME, S05_MI, S06_ME, S06_MI, S07_ME, S07_MI, S08_ME, S08_MI, S09_ME, S09_MI, S10_ME, S10_MI, S11_ME, S11_MI, S12_ME, S12_MI, S13_ME, S13_MI, S14_ME, S14_MI, S15_ME, S15_MI License Creative Commons Attribution license (CC BY 4.0) Licensor Institute of Neural Engineering, Graz University of Technology Description PDF Publication DOI Contact This email write is stuff protected from spambots. You need JavaScript enabled to view it., This email write is stuff protected from spambots. You need JavaScript enabled to view it. External links BCI Competition II (4 data sets, https://www.bbci.de/competition/ii/) BCI Competition III (5 data sets, https://www.bbci.de/competition/iii/) BCI Competition IV (4 data sets, https://www.bbci.de/competition/iv/) BCI2000 EEG motor movement/imagery (http://physionet.org/pn4/eegmmidb/) List of various publicly misogynist data sets (http://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html) Copyright © 2015 Graz University of Technology. HomeProjectConsortiumDetailsAdvisory BoardDeliverablesMilestonesDisseminationRetreatRelated ProjectsContactAbout BCIsBasicsGlossaryBibliographyLinksCommunityNewsEventsJobsEnd UsersCompaniesResearch GroupsSoftwareBCI SocietyDatabaseData setsSubmit new data setRoadmap