Slow cortical potential BCI classification using sparse variational bayesian logistic regression with automatic relevance determination
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ID-6 used Bayesian logistic regression with automatic relevance determination (VB-ARD) to classify the P300 event on each trial.
“Bayesian logistic regression with automatic relevance determination (VB-ARD) (Drugowitsch, 2013) was used to classify the P300 event on each trial.”
From BCIAUT-P300: A Multi-Session and Multi-Subject Benchmark Dataset on Autism for P300-Based Brain-Computer-Interfaces (2020) · cites this paper as Miladinović et al., 2020
Cites
Friedrich, E. V. C., Suttie, N., Sivanathan, A., Lim, T., Louchart, S., & Pineda, J. A. (2014) · Frontiers in Neuroengineering · doi:10.3389/fneng.2014.00021 · Cited by 99 · see citing works
Amaral, C., Mouga, S., Simões, M., Pereira, H. C., Bernardino, I., Quental, H., Playle, R., McNamara, R., Oliveira, G., & Castelo-Branco, M. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00477 · Cited by 94 · see citing works
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Simões, M., Borra, D., Santamaría-Vázquez, E., GBT-UPM, Bittencourt-Villalpando, M., Krzemiński, D., Miladinović, A., Neural_Engineering_Group, Schmid, T., Zhao, H., et al. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.568104 · Cited by 72 · see citing works
Self-citation
- Authors
- Miladinović, A., Ajčević, M., Battaglini, P. P., Silveri, G., Ciacchi, G., Morra, G., Jarmolowska, J., & Accardo, A.
- Affiliations
- University of Trieste (IT)
- Corresponding author
- Miladinović, Aleksandar
- Venue
- IFMBE Proceedings
- Publisher
- Springer International Publishing
- Published
- 2019-09-25
- Pages
- 1853-1860
- ISSN
- 1433-9277 (ISSN-L)
- 1680-0737
- OpenAlex
- W2976368778
- Cited by
- 18
- References
- 2
- Citations by year
- 2025: 4 · 2023: 2 · 2022: 2 · 2021: 1 · 2020: 8 · 2019: 1
- FWCI
- 5.17
- Type
- conference paper
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- www.springer.com/tdm (tdm)
- Locations
- World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany (publishedVersion)
- ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) (submittedVersion, other-oa)
- Funders
- European Social Fund
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Physical Sciences › Computer Science › Human-Computer Interaction › Gaze Tracking and Assistive Technology
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Keywords
- P300, slow cortical potentials, event-related potentials, brain-computer interface, automatic relevance determination, variational inference, sparse logistic regression, EEG classification, autism spectrum disorder, joint attention, neurofeedback
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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