moabb.datasets.BNCI2015_010#

class moabb.datasets.BNCI2015_010[source]#

BNCI 2015-010 RSVP P300 dataset.

Dataset summary

#Subj

12

#Chan

63

#Trials / class

18850 NT / 650 T

Trials length

0.8 s

Freq

1000 Hz

#Sessions

1

Participants

  • Population: healthy

  • Age: 29.17 years

  • BCI experience: mixed: 3 experienced, 9 naive

Equipment

  • Amplifier: BrainAmp

  • Electrodes: active electrode

  • Montage: fp12 af34 fz f1-10 fcz fc1-6 ft78 cz c1-6 t78 cpz cp1-6 tp78 pz p1-10 poz po347-10 oz o12

  • Reference: left mastoid

Preprocessing

  • Data state: epoched

  • Steps: lowpass filter, downsampling, epoching, baseline correction, artifact rejection

  • Re-reference: linked mastoid

Data Access

  • DOI: 10.1016/j.clinph.2012.12.050

Experimental Protocol

  • Paradigm: p300

  • Feedback: visual feedback - classifier selected symbol displayed after each trial

  • Stimulus: rsvp

Dataset from [1].

Dataset Description

This dataset contains EEG recordings from 12 subjects during a rapid serial visual presentation (RSVP) task. Subjects were instructed to attend to target images in a continuous stream of stimuli, eliciting P300 responses.

References

[1]

Acqualagna, L., & Blankertz, B. (2013). Gaze-independent BCI-spelling using rapid serial visual presentation (RSVP). Clinical Neurophysiology, 124(5), 901-908. https://doi.org/10.1016/j.clinph.2012.12.050

Notes

Added in version 1.2.0.

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