Connectome-based Hopfiled Neural Networks (fcHNN)
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Updated
Mar 13, 2026 - Jupyter Notebook
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.
Advanced Multi-Omics Modeling for Elucidating Neuronal Architecture
"EEG-to-brain voxelization using hybrid information-theoretic methods (work in progress)"
This repository contains some codes for the computational neuroscience.
Eigenvalue geometric features for cortical surface morphology analysis.
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