P300 target images in rapid serial visual presentation at three rates
LTRSVP · EEG Signals from an RSVP Task: EEG decoding results
EEG Signals from an RSVP Task (PhysioNet ltrsvp, version 1.0.0, May 2017) holds EEG from 11 healthy participants who watched aerial images of London in rapid serial visual presentation at 5, 6 and 10 images per second; target images had an airplane superimposed. Eight posterior channels (PO8, PO7, PO3, PO4, P7, P8, O1, O2) at 2048 Hz, filtered 0.15–28 Hz, two recordings per rate separated by a long break. Contributed from the University of Essex and described by Matran-Fernandez and Poli in PLoS ONE (2017).
Also known asLTRSVP · EEG Signals from an RSVP Task · PhysioNet ltrsvp · Matran-Fernandez & Poli (2017)
Logistic regression on 100-ms means · Trained at 5 Hz (run a), tested at 5 Hz (run b)
73.6% (65.8%–80.8%)
Logistic regression on 100-ms means · Trained at 5 Hz (run a), tested at 6 Hz (run b)
70.7% (64.5%–76.7%)
Logistic regression on 100-ms means · Trained at 5 Hz (run a), tested at 10 Hz (run b)
60.8% (56.5%–65.8%)
Logistic regression on 100-ms means · Trained at 6 Hz (run a), tested at 5 Hz (run b)
74.9% (68.5%–80.9%)
Logistic regression on 100-ms means · Trained at 6 Hz (run a), tested at 6 Hz (run b)
71.4% (64.3%–78.1%)
Logistic regression on 100-ms means · Trained at 6 Hz (run a), tested at 10 Hz (run b)
60.6% (57.4%–64.3%)
Logistic regression on 100-ms means · Trained at 10 Hz (run a), tested at 5 Hz (run b)
67.5% (59.9%–75.2%)
Logistic regression on 100-ms means · Trained at 10 Hz (run a), tested at 6 Hz (run b)
69.8% (61.9%–77.2%)
Logistic regression on 100-ms means · Trained at 10 Hz (run a), tested at 10 Hz (run b)
63.0% (57.7%–68.0%)
0%25%50%75%100%
Balanced accuracy, 9 configurations. Dot: the estimate; line: 95% interval; dashed line: chance level where the payload records one.
Method
Condition
Metric
Value
People
Logistic regression on 100-ms means
Trained at 5 Hz (run a), tested at 5 Hz (run b)
Balanced accuracy
73.6%65.8%–80.8%
9
Logistic regression on 100-ms means
Trained at 5 Hz (run a), tested at 6 Hz (run b)
Balanced accuracy
70.7%64.5%–76.7%
9
Logistic regression on 100-ms means
Trained at 5 Hz (run a), tested at 10 Hz (run b)
Balanced accuracy
60.8%56.5%–65.8%
9
Logistic regression on 100-ms means
Trained at 6 Hz (run a), tested at 5 Hz (run b)
Balanced accuracy
74.9%68.5%–80.9%
9
Logistic regression on 100-ms means
Trained at 6 Hz (run a), tested at 6 Hz (run b)
Balanced accuracy
71.4%64.3%–78.1%
9
Logistic regression on 100-ms means
Trained at 6 Hz (run a), tested at 10 Hz (run b)
Balanced accuracy
60.6%57.4%–64.3%
9
Logistic regression on 100-ms means
Trained at 10 Hz (run a), tested at 5 Hz (run b)
Balanced accuracy
67.5%59.9%–75.2%
9
Logistic regression on 100-ms means
Trained at 10 Hz (run a), tested at 6 Hz (run b)
Balanced accuracy
69.8%61.9%–77.2%
9
Logistic regression on 100-ms means
Trained at 10 Hz (run a), tested at 10 Hz (run b)
Balanced accuracy
63.0%57.7%–68.0%
9
Logistic regression on 100-ms means
Trained at 5 Hz minus trained at 10 Hz, same 10-Hz test images
Paired difference
−2.2 pp−6.8 pp–+2.8 pp7 people lower, 2 higher. The interval crosses zero: no change is established. Rate and recording change together: not a causal effect of image rate.
9
Source and licence
LTRSVP · EEG Signals from an RSVP Task
CreditAna Matran (University of Essex) · EEG Signals from an RSVP Task 1.0.0, PhysioNet (2017), doi:10.13026/C2KX0P. Original publication: Ana Matran-Fernandez and Riccardo Poli, Towards the automated localisation of targets in rapid image-sifting by collaborative brain-computer interfaces, PLoS ONE 12(5): e0178498 (2017), doi:10.1371/journal.pone.0178498. PhysioNet platform: Pollard et al. (2026), doi:10.1038/s44360-026-00096-z.
BCI Report does not redistribute any recording. These are aggregate measurements computed by BCI Report under the licence above; the data belong to the people credited.
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