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stat.AP2026
Bayesian Classification with Probit-link Split-and-merge Gaussian Process Prior in EEG-based Brain-Computer Interfaces
Yunong Wu, Jane E. Huggins, Jian Kang +1
A Brain-Computer Interface (BCI) speller systems based on Event-Related Potentials (ERPs) enables users to select characters by detecting brain responses to visual stimuli, recorde…
stat.AP2024★ 1 cited
Bayesian Signal Matching for Transfer Learning in ERP-Based Brain Computer Interface
Tianwen Ma, Jane E. Huggins, Jian Kang
An Event-Related Potential (ERP)-based Brain-Computer Interface (BCI) Speller System assists people with disabilities to communicate by decoding electroencephalogram (EEG) signals.…
stat.AP2023
Bayesian Inference on Brain-Computer Interfaces via GLASS
Bangyao Zhao, Jane E. Huggins, Jian Kang
Brain-computer interfaces (BCIs), particularly the P300 BCI, facilitate direct communication between the brain and computers. The fundamental statistical problem in P300 BCIs lies…