Framework for Brain Data Processing, Multimodality Synchronization, and Feature Experimentation

Done by Martin Picek at .NeuroRestore (EPFL, Lausanne)

Supervised by Prof. Henri Lorach and Icare Sakr (project based on his work)

This code is only a part of a larger project developing a Multimodal Self-Supervised Transformer-Based AutoEncoder Model for Brain Feature Extraction. The model has a separate private repository available upon request.

This repository contains brain, latent image feature, and kinematics data extraction, synchronization, and preprocessing. Furthermore, additional experiments are performed.

For documentation, check out DOCUMENTATION.md.