Optimization of an Up-scalable Graph Neural Network based on the C. Elegans Connectome Nervous System

This repository is used for integrating all the hardware used in the development of a sensormotor brain-machine interface

Brain-Signal-Analyzer (BSA) is as simple notes of analysis for brain computer interface. Especially, this note focus on an Decoding analysis for kinematic movement from ECoG recorded from human.

This repository is used for integrating all the hardware used in the development of a sensormotor brain-machine interface

Real-Time Single-Unit Brain-Machine Interface

Official repository for Reinforcement Learning Decoders used for intra-cortical brain machine interfaces - IEEE TNNLS 2023

MSc Project

Code accompanying the publication "Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control" that received the Best Paper Award at the RoboSoft 2024.

Stable and aligned spike sorting and decoding over long-term recordings in BCI

Control Chrome's T-rex game with a BCI headset streaming EEG data through a LSL server

Decoding neural activity into text

This is a brain game that is controlled by the brain signal. Mainly, it is a research project for disabled people.

Code for "Constraints on neural redundancy", Hennig et al. (eLife, 2018)

Dual-directional visual motion based BCI speller

matlab code for exponential family harmoniums, RBMs, DBNs, and relata

Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs

Codepack accompanying "Internal models for interpreting neural population activity during sensorimotor control," by Matthew D. Golub, Byron M. Yu, and Steven M. Chase, eLife 2015.

Python API for Mentalab biosignal aquisition devices

🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)

A MATLAB package for modelling multivariate stimulus-response data