Connectome-based Hopfiled Neural Networks (fcHNN)

Data from our own pre-processing of the ABIDE I sMRI dataset (1035 subjects) in FreeSurfer v6.

Early detection of Alzheimer’s Disease using 3D CNNs on structural MRIs, leveraging the ADNI dataset, Clinica preprocessing, and MeluXina HPC for high-performance training and Grad-CAM interpretability. 🧠

Tutorial covering group DCM analyses of fMRI and M/EEG

Super-resolution of 3D electron microscopy images using deep learning, enabling high-quality reconstruction of large-scale 3D EM volumes across large brain fields of view.

Licensable software to help model and reconstruct neurons. Work done based off of data and reconstructions from Harvard, Yale, and other academic institutions.

"EEG-to-brain voxelization using hybrid information-theoretic methods (work in progress)"

This repository contains some codes for the computational neuroscience.