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bc-gcn

Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"

bcpd1.0

First repository exercise

communities

Library of community detection algorithms and visualization tools

cpsid

Code for Data driven discovery of cyber physical systems

dynamic-graph-metrics

dyncoalia

edge-centric_demo

demo code edge-centric functional connectivity (eFC); Faskowitz et al. (2020)

edge_centric_stroke_recovery

eeg-clean-tools

Contains tools for EEG standardized preprocessing

eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

eeg_microstates

EEG microstate analysis

eeg_microstates-1

eeg_positions

Compute standard EEG electrode positions.

eeg_robust_microstates

eegfeatures

EEG Features to be extract from raw data.

eegmicrostate_anesthesia

EEG microstate spectral analysis

fsa

Calculation of Functional Striatal Abnormalities (FSA) score for individuals with schizophrenia

fsl

Debian packaging of FSL ("mirror" of https://anonscm.debian.org/cgit/pkg-exppsy/fsl.git)

graphkernels

A package for computing Graph Kernels

hmm_public

Hidden brain state dynamics when people solve verbal puzzles

hopls

hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

interpret_ml_neuroimaging

Codes and datasets for "Interpreting machine learning models in neuroimaging: a unified framework"

javaplex

Persistent Homology and Topological Data Analysis Library

joint-partiallyjoint-individual-independent-component-analysis

The MATLAB code of Joint/partially-Joint/Individual ICA which is a deflation-based algorithm utilizing higher order cumulants to analyze the multi-subject brain imaging data in order to extract joint, partially-joint and individual sources.

keypy

Python library for EEG preprocessing, analysis (microstates, spectra) and statistics

machine-learning-yearning

Translation of <Machine Learning Yearning> by Andrew NG

matlabtfce

Standalone MATLAB implementation of permutation TFCE correction

microstate-analysis

EEG analysis scripts for Cambridge Part II Psychology Project

microstate-eeglab-toolbox

Microstate EEGlab toolbox