Ruiheng Xu’s project introduces a secure user authentication system using EEG-based Brain-Computer Interface (BCI) technology. By analyzing unique brainwave patterns, it offers a novel approach to digital security. Employing advanced techniques like SVM and PCA, the system demonstrates high accuracy in identifying individuals. Addressing challenges such as signal variability and physiological differences, this work not only enhances authentication processes but also contributes to broader applications in security and healthcare. Developed at Duke Kunshan University, Xu’s project underscores the potential of BCI technology in revolutionizing personal identification methods. |