Lists (6)
Starred repositories
Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
Energy Landscape Analysis Toolbox (ELAT) for MATLAB
Different tools for linear regression. It contains a linear regression calculator and plotter, outlier eliminiation function, prediction margins calculator and plotter and extrapolation calculator …
Code repository for the paper - 'Visual hallucinations in Parkinson’s disease: abnormal higher-order network interactions in the resting state through the lens of dimensionality reduction'
Huan Liu, Hongmin Cai, Defu Yang, Wentao Zhu, Guorong Wu, and Jiazhou Chen*. “Learning Pyramidal Multi-Scale Harmonic Wavelets for Identifying the Neuropathology Propagation Patterns of Alzheimer’s…
Developing optimal methods for theta burst prefrontal brain stimulation
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
automatically create cortical flatmaps from FreeSurfer surfaces
Assessing the universal signatures of anesthetic unconsciousness.
Repository for paper https://authors.elsevier.com/sd/article/S1053-8119(21)00884-3
Fast and parallel C implementation of TVB
Official codebase for "Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens" (NeruIPS 2025).
Global amyloid burden enhances network efficiency of tau propagation in the brain
In this Repo you can find a code for simulating brain signals from a mean-field model of the cortex. It includes a model of Alzheimer's disease progression in cortical structure, and some analytica…
Scripts to obtain mind connectivity and investigate the its biological underpinnings
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
This script generates graph embeddings for brain connectivity networks
Implementation and experiments of graph embedding algorithms.
关于脑成像模板和地图的信息汇总
[IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)
Simulation code for Avalanches in a Stochastic Model of Spiking Neurons
Codes to model and analyze excitatory & inhibitory neuronal avalanches
A MATLAB implementation of Auto-Encoding Variational Bayes
Brain clocks and biophysical modeling in genetics models of dementia