Biomedical Robotics 2022 Practical Activity based on EEG Data

Openframeworks application displaying the brainwaves frequencies by connecting to an eeg headset through arduino

An interactive mobile application along with a desktop application and an EEG headset (Emotiv). The mobile application allows the user to view his/her emotion levels at the moment, explore the personalized happiness heatmap, and play music tracks while observing the change in the emotions' levels.

An OpenSesame 2 class motor imagery scenario with PL2303TA trigger

Created an Art GPT to generate an art piece based on the users changing levels in their alpha ratio, indicating stress level changes. The art will be more chaotic and dark if the user is stressed, and brighter with more whitespace if the user is in a relaxed, happy state.

StimuliXpert improves the synchronization between EEG signals and emotional stimulus and helps the user to report the emotional arousal & valence in real time

Application controlling music playing based on the user's focus detected via EEG headset

Desktop client for brainbeats suite. Simple electron application for creating audio samples out of brain waves.

HORME: Handler for the Observable Rotating Motion of the Encephalos

A Brain-Computer Interface (BCI) project for processing and classifying EEG data

This project is based on work of OpenEEG project and Olimex's implementation of it. This project is free to use, but is bound by Creative Commons Attribution-Sharealike license. More info can be found at http://openeeg.sourceforge.net .

Using data from an EEG headset that I found on kaggle, I try to build a model that can guess how the wearer of the headset is feeling ! I first do some pre-processing then use XGboost and an artificial neural network.

Neurosky Mindwave Mobile 2 based BCI

An app to disable notifications on your phone when you are concentrated.

Brain Computer Interface controlled Training & Game

EEG headset connected to arduino

Java based EEG signal gateway using Robotic Service Bus for smart apartment control

Live coding Web Bluetooth, a smart light bulb, Muse EEG headset and Chrome T-Rex game with React

Software for EEG BCI communication, along with companion IOS app.