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within-session-erp-on-bnci2014-008-moabb
ERP
Within-Session ERP
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Paper
Code
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training time (s)
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CO2 Emission (g)
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ModelName
ReleaseDate
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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.99520425
48.9808785
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.91137825
31.55059125
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.609029625
8.160695075
0.035406213775
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
83.856046375
47.301771625
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
82.244593125
5.2152112625000004
0.0257013525
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
81.07391687500001
27.2347555
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
77.619541
1.5414688625
0.0075848861750000005
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
75.424771125
1.014923625
0.009542170825
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
74.298471
2.4383516875
0.0120071045
ERPCov + MDM
2024-04-03