The purpose of this study is to determine if a Virtual Reality (VR) system combined with brain signaling can produce biometric authentication in a usable form. This is a team project. My team and I collected VR (Virtual Reality) and non-VR data using Ultracortex EEG Mark IV headset. We used MNE python library to eradicate noise and made them cleaned. You can see the code for that.
Feature extraction of VR and nonVR EEG will be done and distance computation will be performed to determine subject authenticity. A demonstration will be implemented to showcase this technology for use in EEG based biometric authentication.