moabb.datasets.BNCI2015_003#

class moabb.datasets.BNCI2015_003[source]#

BNCI 2015-003 P300 dataset.

PapersWithCode leaderboard: https://paperswithcode.com/dataset/bnci2015-003-moabb-1

Dataset summary

#Subj	#Chan	#Trials / class	Freq(Hz)	Trials length(s)	#Sessions
10	8	1500 NT / 300 T	256	0.8	1

Dataset from [1].

Dataset description

This dataset contains recordings from 10 subjects performing a visual P300 task for spelling. Results were published in [1]. Sampling frequency was 256 Hz and there were 8 electrodes (‘Fz’, ‘Cz’, ‘P3’, ‘Pz’, ‘P4’, ‘PO7’, ‘Oz’, ‘PO8’) which were referenced to the right earlobe. Each subject participated in only one session. For more information, see [1].

References

[1] (1,2,3)

C. Guger, S. Daban, E. Sellers, C. Holzner, G. Krausz, R. Carabalona, F. Gramatica, and G. Edlinger (2009). How many people are able to control a P300-based brain-computer interface (BCI)?. Neuroscience Letters, vol. 462, pp. 94–98.

Notes

Note

BNCI2015_003 was previously named BNCI2015003. BNCI2015003 will be removed in version 1.1.