P300 Classification for EEG-based BCI system with Bayes LDA, SVM, LassoGLM and a Deep CNN methods

MatLab CNN classification model for P300 event detection in Autism for VR/ AR headsets.

Vision Transformer Based EEG Classification

This notebook presents RSVP-P300 analysis using the distinctive AMBER dataset, designed to replicate real-world interactions by intentionally introducing artifacts. The analysis delves into the impact of noise and artifacts on ERP P300 prediction performance.