The Dynamics and Neural Systems Group, The University of Sydney
We are a group of scientists working in The School of Physics at The University of Sydney, interested in understanding neural systems and their dynamics
Sydney, Australia
Pinned Repositories
catch22
catch22: CAnonical Time-series CHaracteristics
catchaMouse16
catchaMouse16: CAnonical Time-series CHaracteristics for Mouse fMRI
Comp-Engine-Features
fMRI_FeaturesDisorders
Code and data to reproduce Bryant et al. 2024 preprint "Extracting interpretable signatures of whole-brain dynamics through systematic comparison"
humanStructureFunction
Analysis code for connecting time-series properties of BOLD dynamics to connectivity properties using human fMRI and DWI data from HCP
pinup_paper
Code to reproduce figure 3 of the PINUP paper
pycatch22
python implementation of catch22
pyspi
Comparative analysis of pairwise interactions in multivariate time series.
pyspi_paper_code
All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publication
pyspi_tmp
Comparative analysis of pairwise interactions in multivariate time series.
The Dynamics and Neural Systems Group, The University of Sydney's Repositories
DynamicsAndNeuralSystems/catch22
catch22: CAnonical Time-series CHaracteristics
DynamicsAndNeuralSystems/pyspi
Comparative analysis of pairwise interactions in multivariate time series.
DynamicsAndNeuralSystems/pycatch22
python implementation of catch22
DynamicsAndNeuralSystems/catchaMouse16
catchaMouse16: CAnonical Time-series CHaracteristics for Mouse fMRI
DynamicsAndNeuralSystems/pyspi_tmp
Comparative analysis of pairwise interactions in multivariate time series.
DynamicsAndNeuralSystems/pyspi_paper_code
All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publication
DynamicsAndNeuralSystems/pinup_paper
Code to reproduce figure 3 of the PINUP paper
DynamicsAndNeuralSystems/fMRI_FeaturesDisorders
Code and data to reproduce Bryant et al. 2024 preprint "Extracting interpretable signatures of whole-brain dynamics through systematic comparison"
DynamicsAndNeuralSystems/humanStructureFunction
Analysis code for connecting time-series properties of BOLD dynamics to connectivity properties using human fMRI and DWI data from HCP
DynamicsAndNeuralSystems/Comp-Engine-Features
DynamicsAndNeuralSystems/DevelopingMouse
DynamicsAndNeuralSystems/RAD
Code for RAD in your favourite language
DynamicsAndNeuralSystems/DevelopmentalExpressionModeling
DynamicsAndNeuralSystems/MouseBrainModelling
Honours Project
DynamicsAndNeuralSystems/Directed_information_fMRI
DynamicsAndNeuralSystems/pyspi-distribute
Simple scripts for submitting multiple parallel jobs to a HPC (using PBS)
DynamicsAndNeuralSystems/Catchamouse16_paper_code
Compute set of important operations for HCTSA code
DynamicsAndNeuralSystems/DynamicsAndNeuralSystems.github.io