Published February 6, 2026 | Version v1
Dataset Open

EEG-Based User Verification Across PC and VR

  • 1. ROR icon California State University, Fresno
  • 2. ROR icon University of South Dakota
  • 3. EDMO icon Boise State University

Description

This repository contains the complete source code used in our study on EEG-based user authentication and verification across heterogeneous environments (PC and VR). The codebase supports classical machine learning models, deep learning models, and one-class verification pipelines using both REVE embeddings and EEGNet.

The repository is organized to support dataset construction, feature extraction, model training, evaluation, and analysis, with full command-line configurability to reproduce all reported experiments.

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Additional details

Software

Programming language
MATLAB , Python