yst19941129 Goto Github PK

ggl_ddgl_cgl

Official code for "Graph Learning and Augmentation Based Interpolation of Signal Strength for Location-aware Communications", EUSIPCO 2020.

glmm

MATLAB code for graph learning via MM

graph-signal-processing

Matlab Based GSP and Machine Learning Algorithm

graph-similarity-learning

Algorithms for learning network structure from effective resistances and other random-walk-based similarities.

graph_emd

This repository contains te code used in "A Data Augmentation Scheme for Geometric Deep Learning in Personalised BCIs"

graph_learning

Graph Learning from Data

graph_learning_based_on_signal_smoothness_representation_for_change_detection

Graph signal processing for change detection

graph_learning_fc

graph_learning_properties

graph_signal_processing

graphlearningsparsitypriors

graphvar_2.0

GitHub for GraphVar 2.0: A user-friendly toolbox for machine learning on functional connectivity measures.

gsp_structuraldecouplingindex

Code to compute and test structural decoupling index (Preti & Van De Ville 2019)

gspbox

Graph Signal Processing in Matlab

heterach-freqcoupling

Code for publication: Theta-gamma coupling emerges from spatially heterogeneous cholinergic neuromodulation

integrated_structural_brain_networks

An Graph-based Integration of different Diffusion Metrics Into a Single Structural Brain Network

intrinsic-manifolds

Code used for paper: Decoding brain states on the intrinsic manifold of human brain dynamics across wakefulness and sleep. Rué-Queralt et al. Communications Biology (2021)

jansenukf

Unscented Kalman filter estimation of the Jansen Neural Mass model

laplacian_cluster

Implementation for Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach

laplacian_denoising

large-scale-graph-learning-from-smooth-signals

Project

leida

Leading Eigenvector Dynamics Analysis

lindquist_dynamic_correlation

Martin Lindquist's dynamic correlation toolboxes. Designed for fMRI analysis, useful for other applications too.

machine-learning_zhouzhihua

Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University

mgagr

Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation

mmpeg

modularity_controllability

Code accompanying `Path-dependent connectivity, not modularity, consistently predicts controllability of structural brain networks.'

mssd

Use periodicity of tracked head motions to infer heart rate. Master Thesis project

multicabs

multichannelnmf

MATLAB script of Multichannel Nonnegative Matrix Factorization