moabb.datasets.BNCI2015_010#

class moabb.datasets.BNCI2015_010(subjects=None, sessions=None)[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 (range: 24-55) years

  • Handedness: all right-handed

  • BCI experience: mixed

Equipment

  • Amplifier: BrainAmp amplifiers

  • Electrodes: active electrode

  • Montage: 10-20

  • Reference: left mastoid

Preprocessing

  • Data state: filtered

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

  • Re-reference: linked mastoids (offline)

  • Notes: Baseline correction on pre-stimulus interval (116ms for 116ms SOA, 83/2ms for 83ms SOA). Non-target epochs excluded if 3 preceding or following symbols were targets.

Data Access

  • DOI: 10.1016/j.clinph.2012.12.050

  • Repository: BNCI Horizon

Experimental Protocol

  • Paradigm: p300

  • Task type: spelling

  • Feedback: visual

  • Stimulus: RSVP letters

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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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