Tahir Çetin Akıncı

Single-Trial Real-Time-Compatible P300 Latency Estimation Using a Deployment-Consistent Deep Learning Regression Framework

2026 · IEEE Access

Accurate single-trial estimation of P300 latency remains challenging due to low signal-to-noise ratio, substantial trial-to-trial variability, and the limitations of conventional peak-based ERP analysis. This study presents a deployment-consistent deep learning framework for real-time single-trial …