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The largest EEG benchmark
Datasets
Installation
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API
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moabb.datasets.AlexMI
moabb.datasets.Leelakittisin2025
moabb.datasets.PerezBlanco2026
moabb.datasets.Vagaja2023
moabb.datasets.MartinezPeon2025
moabb.datasets.MILimbEEG
moabb.datasets.Pan2023
moabb.datasets.Pan2025
moabb.datasets.PoloHortiguela2025
moabb.datasets.Batista2022
moabb.datasets.Farabbi2020
moabb.datasets.Han2026
moabb.datasets.Kodera2023
moabb.datasets.Kueper2024
moabb.datasets.Brodu2012
moabb.datasets.IMUMIA2026
moabb.datasets.Leeuwis2021
moabb.datasets.MartinezPeon2024
moabb.datasets.PardoGarcia2026
moabb.datasets.Jia2019
moabb.datasets.MIBMPI2024
moabb.datasets.Ortiz2023
moabb.datasets.Wang2025
moabb.datasets.BNCI2003_004
moabb.datasets.BNCI2014_001
moabb.datasets.BNCI2014_002
moabb.datasets.BNCI2014_004
moabb.datasets.BNCI2015_001
moabb.datasets.BNCI2015_004
moabb.datasets.BNCI2019_001
moabb.datasets.BNCI2020_001
moabb.datasets.BNCI2022_001
moabb.datasets.BNCI2025_001
moabb.datasets.BNCI2025_002
moabb.datasets.Cho2017
moabb.datasets.Kaneshiro2015
moabb.datasets.Dreyer2023
moabb.datasets.Dreyer2023A
moabb.datasets.Dreyer2023B
moabb.datasets.Dreyer2023C
moabb.datasets.Daly2020
moabb.datasets.Damm2026
moabb.datasets.Peterson2020
moabb.datasets.Lee2019_MI
moabb.datasets.GrosseWentrup2009
moabb.datasets.MIND2026
moabb.datasets.MOVING2024
moabb.datasets.NeBULA2025
moabb.datasets.Thapa2025
moabb.datasets.Ofner2017
moabb.datasets.PhysionetMI
moabb.datasets.Perdikis2018
moabb.datasets.Alawieh2025
moabb.datasets.Schirrmeister2017
moabb.datasets.NeuroTUMBCI2025
moabb.datasets.Shin2022
moabb.datasets.Shin2017A
moabb.datasets.Weibo2014
moabb.datasets.Zhou2016
moabb.datasets.MIMED2024
moabb.datasets.WRCC2023_MI_A
moabb.datasets.WRCC2023_MI_B
moabb.datasets.WRCC2023_MI_C
moabb.datasets.Stieger2021
moabb.datasets.Liu2024
moabb.datasets.Beetl2021_A
moabb.datasets.Beetl2021_B
moabb.datasets.BCIComp2020UpperLimb
moabb.datasets.Brandl2020
moabb.datasets.Chang2025
moabb.datasets.Forenzo2023
moabb.datasets.Gao2026
moabb.datasets.GuttmannFlury2025_ME
moabb.datasets.GuttmannFlury2025_MI
moabb.datasets.HefmiIch2025
moabb.datasets.Iwama2023
moabb.datasets.Jeong2020
moabb.datasets.Kaya2018
moabb.datasets.Kumar2024
moabb.datasets.Lee2022
moabb.datasets.Lioi2020_XP1
moabb.datasets.Lioi2020_XP2
moabb.datasets.Liu2025
moabb.datasets.Ma2020
moabb.datasets.Ma2022
moabb.datasets.NETBCI2026
moabb.datasets.Rozado2015
moabb.datasets.Tavakolan2017
moabb.datasets.TrianaGuzman2024
moabb.datasets.Wairagkar2018
moabb.datasets.Wang2026
moabb.datasets.Wu2020
moabb.datasets.Yang2025
moabb.datasets.Yi2025
moabb.datasets.Zhang2017
moabb.datasets.Zhou2020
moabb.datasets.Zuo2025
moabb.datasets.AguileraRodriguez2025
moabb.datasets.Nguyen2017_L
moabb.datasets.Nguyen2017_S
moabb.datasets.Nguyen2017_SL
moabb.datasets.Nguyen2017_V
moabb.datasets.Nieto2022
moabb.datasets.Pressel2016
moabb.datasets.Shin2017B
moabb.datasets.BNCI2024_001
moabb.datasets.Wang2026Handwriting
moabb.datasets.BI2012
moabb.datasets.BI2013a
moabb.datasets.BI2014a
moabb.datasets.BI2014b
moabb.datasets.BI2015a
moabb.datasets.BI2015b
moabb.datasets.Cattan2019_VR
moabb.datasets.BNCI2014_008
moabb.datasets.BNCI2014_009
moabb.datasets.BNCI2015_003
moabb.datasets.BNCI2015_006
moabb.datasets.BNCI2015_007
moabb.datasets.BNCI2015_008
moabb.datasets.BNCI2015_009
moabb.datasets.BNCI2015_010
moabb.datasets.BNCI2015_012
moabb.datasets.BNCI2015_013
moabb.datasets.BNCI2016_002
moabb.datasets.BNCI2020_002
moabb.datasets.EPFLP300
moabb.datasets.Huebner2017
moabb.datasets.Huebner2018
moabb.datasets.Lee2019_ERP
moabb.datasets.Sosulski2019
moabb.datasets.ErpCore2021_ERN
moabb.datasets.ErpCore2021_LRP
moabb.datasets.ErpCore2021_MMN
moabb.datasets.ErpCore2021_N2pc
moabb.datasets.ErpCore2021_N170
moabb.datasets.ErpCore2021_N400
moabb.datasets.ErpCore2021_P3
moabb.datasets.RomaniBF2025ERP
moabb.datasets.Kojima2024A
moabb.datasets.Kojima2024B
moabb.datasets.Lee2021Mobile_ERP
moabb.datasets.Chailloux2020
moabb.datasets.GuttmannFlury2025_P300
moabb.datasets.Lee2024_AC
moabb.datasets.Lee2024_BS
moabb.datasets.Lee2024_DL
moabb.datasets.Lee2024_EL
moabb.datasets.Lee2024_TV
moabb.datasets.Mainsah2025_A
moabb.datasets.Mainsah2025_B
moabb.datasets.Mainsah2025_C
moabb.datasets.Mainsah2025_D
moabb.datasets.Mainsah2025_E
moabb.datasets.Mainsah2025_F
moabb.datasets.Mainsah2025_G
moabb.datasets.Mainsah2025_H
moabb.datasets.Mainsah2025_I
moabb.datasets.Mainsah2025_J
moabb.datasets.Mainsah2025_K
moabb.datasets.Mainsah2025_L
moabb.datasets.Mainsah2025_M
moabb.datasets.Mainsah2025_N
moabb.datasets.Mainsah2025_O
moabb.datasets.Mainsah2025_P
moabb.datasets.Mainsah2025_Q
moabb.datasets.Mainsah2025_R
moabb.datasets.Mainsah2025_S1
moabb.datasets.Mainsah2025_S2
moabb.datasets.Peters2026
moabb.datasets.Simoes2020
moabb.datasets.Speier2017
moabb.datasets.Yagan2023
moabb.datasets.Zhang2025
moabb.datasets.Zheng2020
moabb.datasets.BCIComp2020WalkingERP
moabb.datasets.Kalunga2016
moabb.datasets.Nakanishi2015
moabb.datasets.Wang2016
moabb.datasets.MAMEM1
moabb.datasets.MAMEM2
moabb.datasets.MAMEM3
moabb.datasets.Lee2019_SSVEP
moabb.datasets.Chen2017SingleFlicker
moabb.datasets.Dong2023
moabb.datasets.Han2024Fatigue
moabb.datasets.Kim2025BetaRange
moabb.datasets.Lee2021Mobile_SSVEP
moabb.datasets.Lenaig2026
moabb.datasets.Liu2020BETA
moabb.datasets.Liu2022EldBETA
moabb.datasets.Wang2021Combined
moabb.datasets.GuttmannFlury2025_SSVEP
moabb.datasets.Schrag2026Pediatric
moabb.datasets.Thielen2015
moabb.datasets.Thielen2021
moabb.datasets.CastillosBurstVEP40
moabb.datasets.CastillosBurstVEP100
moabb.datasets.CastillosCVEP40
moabb.datasets.CastillosCVEP100
moabb.datasets.MartinezCagigal2023Checker
moabb.datasets.MartinezCagigal2023Pary
moabb.datasets.Cattan2019_PHMD
moabb.datasets.Hinss2021
moabb.datasets.Rodrigues2017
moabb.datasets.compound_dataset.BI2014a_Il
moabb.datasets.compound_dataset.BI2014b_Il
moabb.datasets.compound_dataset.BI2015a_Il
moabb.datasets.compound_dataset.BI2015b_Il
moabb.datasets.compound_dataset.Cattan2019_VR_Il
moabb.datasets.compound_dataset.BI_Il
moabb.datasets.base.BaseDataset
moabb.datasets.base.BaseBIDSDataset
moabb.datasets.base.LocalBIDSDataset
moabb.datasets.base.CacheConfig
moabb.datasets.bnci.base.MNEBNCI
moabb.datasets.bnci.base.BNCIBaseDataset
moabb.datasets.erpcore2021.ErpCore2021
moabb.datasets.mainsah2025.Mainsah2025
moabb.datasets.lee2024.Lee2024
moabb.datasets.Lee2019.Lee2019
moabb.datasets.castillos2023.BaseCastillos2023
moabb.datasets.ssvep_mamem.BaseMAMEM
moabb.datasets.lee2021_mobile.Lee2021Mobile
moabb.datasets.bbci_eeg_fnirs.BaseShin2017
moabb.datasets.dreyer2023._Dreyer2023Base
moabb.datasets.huebner_llp._BaseVisualMatrixSpellerDataset
moabb.datasets.compound_dataset.base.CompoundDataset
moabb.datasets.compound_dataset.bi_illiteracy._base_bi_il
moabb.datasets.fake.FakeDataset
moabb.datasets.fake.FakeVirtualRealityDataset
moabb.datasets.download.data_path
moabb.datasets.download.data_dl
moabb.datasets.download.nemar_dl
moabb.datasets.download.nemar_sourcedata_dl
moabb.datasets.download.fs_issue_request
moabb.datasets.download.fs_get_file_list
moabb.datasets.download.fs_get_file_hash
moabb.datasets.download.fs_get_file_id
moabb.datasets.download.fs_get_file_name
moabb.datasets.utils.dataset_search
moabb.datasets.utils.find_intersecting_channels
moabb.datasets.utils.plot_datasets_grid
moabb.datasets.utils.plot_datasets_cluster
moabb.datasets.utils.rename_stimulus_codes
moabb.datasets.preprocessing.EuclideanAlignment
moabb.paradigms.Imagery
moabb.paradigms.SpeechImagery
moabb.paradigms.MotorImagery
moabb.paradigms.LeftRightImagery
moabb.paradigms.FilterBankLeftRightImagery
moabb.paradigms.FilterBankMotorImagery
moabb.paradigms.CognitiveTask
moabb.paradigms.P300
moabb.paradigms.SSVEP
moabb.paradigms.FilterBankSSVEP
moabb.paradigms.CVEP
moabb.paradigms.FilterBankCVEP
moabb.paradigms.RestingStateToP300Adapter
moabb.paradigms.FixedIntervalWindowsProcessing
moabb.paradigms.FilterBankFixedIntervalWindowsProcessing
moabb.paradigms.motor_imagery.BaseMotorImagery
moabb.paradigms.p300.BaseP300
moabb.paradigms.ssvep.BaseSSVEP
moabb.paradigms.BaseFixedIntervalWindowsProcessing
moabb.paradigms.base.BaseParadigm
moabb.paradigms.base.BaseProcessing
moabb.evaluations.WithinSessionEvaluation
moabb.evaluations.CrossSessionEvaluation
moabb.evaluations.CrossSubjectEvaluation
moabb.evaluations.WithinSessionSplitter
moabb.evaluations.WithinSubjectSplitter
moabb.evaluations.CrossSessionSplitter
moabb.evaluations.CrossSubjectSplitter
moabb.evaluations.CrossSubjectMode
moabb.evaluations.base.BaseEvaluation
moabb.pipelines.features.LogVariance
moabb.pipelines.features.FM
moabb.pipelines.features.ExtendedSSVEPSignal
moabb.pipelines.features.AugmentedDataset
moabb.pipelines.features.StandardScaler_Epoch
moabb.pipelines.csp.TRCSP
moabb.pipelines.classification.SSVEP_CCA
moabb.pipelines.classification.SSVEP_TRCA
moabb.pipelines.classification.SSVEP_MsetCCA
moabb.pipelines.classification.SSVEP_itCCA
moabb.pipelines.classification.SSVEP_eCCA
moabb.pipelines.classification.SSVEP_TRCA_R
moabb.pipelines.classification.SSVEP_SSCOR
moabb.pipelines.classification.SSVEP_TDCA
moabb.analysis.plotting.score_plot
moabb.analysis.plotting.plot_critical_difference
moabb.analysis.plotting.paired_plot
moabb.analysis.plotting.summary_plot
moabb.analysis.plotting.meta_analysis_plot
moabb.analysis.plotting.dataset_bubble_plot
moabb.analysis.meta_analysis.find_significant_differences
moabb.analysis.meta_analysis.compute_dataset_statistics
moabb.analysis.meta_analysis.compute_pvals_corrected_ttest
moabb.analysis.meta_analysis.combine_effects
moabb.analysis.meta_analysis.combine_pvalues
moabb.analysis.meta_analysis.collapse_session_scores
moabb.analysis.meta_analysis.compute_lowest_subject_scores
moabb.set_log_level
moabb.setup_seed
moabb.set_download_dir
moabb.set_download_provider
moabb.get_download_provider
moabb.make_process_pipelines
moabb.benchmark
API and Main Concepts
moabb.pipelines.features.StandardScaler_Epoch
moabb.pipelines.features.StandardScaler_Epoch
#
class
moabb.pipelines.features.
StandardScaler_Epoch
[source]
#
Function to standardize the X raw data.
On this page
StandardScaler_Epoch
