Near-optimal P300 speller performance using large language models: A multi-model analysis with performance bounds

Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Dongwoo Lee, Corey Arnold, Nader Pouratian, William Speier

Open source

DOI: 10.1371/journal.pone.0349281
Published: 2026-10-01
Container: PLOS One
Publisher: Public Library of Science (PLoS)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0349281,
  title = {Near-optimal P300 speller performance using large language models: A multi-model analysis with performance bounds},
  author = {Nithin Parthasarathy and James Soetedjo and Saarang Panchavati and Nitya Parthasarathy and Dongwoo Lee and Corey Arnold and Nader Pouratian and William Speier},
  year = {2026},
  journal = {PLOS One},
  doi = {10.1371/journal.pone.0349281},
  url = {https://doi.org/10.1371/journal.pone.0349281}
}

RIS

TY  - JOUR
TI  - Near-optimal P300 speller performance using large language models: A multi-model analysis with performance bounds
AU  - Nithin Parthasarathy
AU  - James Soetedjo
AU  - Saarang Panchavati
AU  - Nitya Parthasarathy
AU  - Dongwoo Lee
AU  - Corey Arnold
AU  - Nader Pouratian
AU  - William Speier
PY  - 2026
JO  - PLOS One
DO  - 10.1371/journal.pone.0349281
UR  - https://doi.org/10.1371/journal.pone.0349281
ER  -

APA

Parthasarathy, N., Soetedjo, J., Panchavati, S., Parthasarathy, N., Lee, D., Arnold, C., Pouratian, N., & Speier, W. (2026). Near-optimal P300 speller performance using large language models: A multi-model analysis with performance bounds. PLOS One. https://doi.org/10.1371/journal.pone.0349281

Source records

crossref · retrieved 2026-11-09T10:31:12.663Z