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Brain Computer Interface EEG Based Biometric System

Rudrakshi Pol ENTC Department VPKBIET

Baramati - 413133, India

Aakanksha Pawar ENTC Department VPKBIET

Baramati - 413133, India

Snehal Bangar ENTC Department VPKBIET

Baramati - 413133, India

Shashank Biradar ENTC Department VPKBIET

Baramati - 413133, India

Abstract—A Brain-Computer Interface (BCI), also known as a Brain-Machine Interface (BMI) or neural interface, is a system that communicates directly between the brain and an external device.This project, Brain-Computer Interface (BCI) EEG-based Biometric system aims to provide a reliable and effective user authentication solution. The system analyses the user’s brainwave patterns using electroencephalogram (EEG) data to extract significant traits, which are then compared to their biometrics to conduct authentication. By utilising the power of brainwave patterns, the suggested BCI EEG-based biometric system provides a trustworthy and user-specific approach to authentication.The technology guarantees strong authentication while being flexible to individual users by utilising EEG data and identifying distinguishing traits.In order to improve the overall system performance and security,future study may explore other feature extraction techniques and refine the authentication proce- dure.The design, implementation, and assessment of EEG based biometric authentication system are all presented in this project report. By identifying the brain signals, processing, analyzing and plotting, the aim is to have a robust biometric system. The project report offers a thorough explanation of the system’s architecture, execution, and possible advantages. It also lays the groundwork for future studies and developments in the area of BCI biometric system.

Index Terms—EEG (Electroencephalography) BCI (Brain- Computer Interface) CNN (Convolutional Neural Network)