3 papers
cs.HC2024
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training
Nithin Parthasarathy, James Soetedjo, Saarang Panchavati +4
Amyotrophic lateral sclerosis (ALS), a progressive neuromuscular degenerative disease, severely restricts patient communication capacity within a few years of onset, resulting in a…
cs.CL2024
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training
Nithin Parthasarathy, James Soetedjo, Saarang Panchavati +4
Amyotrophic lateral sclerosis (ALS) severely impairs patients' ability to communicate, often leading to a decline in their quality of life within a few years of diagnosis. The P300…
q-bio.NC2022
Longitudinal Prognosis of Parkinsons Outcomes using Causal Connectivity
Cooper J. Mellema, Kevin P. Nguyen, Alex Treacher +2
Parkinsons disease (PD) is a movement disorder and the second most common neurodengerative disease but despite its relative abundance, there are no clinically accepted neuroimaging…