I use methods from physics and statistics to understand the structure and dynamics of complex systems like the brain
hctsa. Highly comparative time-series analysis
837hctsaTutorial_BonnEEG. hctsa tutorial using the five-class Bonn EEG dataset
32hctsa_python. Initial attempt to incorporate some time-series analysis features from hctsa into python land
29TimeSeriesGeneration. Generating time series from a range of dynamical systems
18GeneCategoryEnrichmentAnalysis. Toolbox for performing gene set enrichment analysis in Matlab (including ensemble enrichment)
17mouseGradients. Code to reproduce analyses of mouse cortical gradients
10hctsa_phenotypingFly. MATLAB
7AllenSDK. Workflow for retrieving spatial gene-expression data from the Allen Institute's Mouse Brain Atlas
6hctsaDocumentation. gitbook documentation for hctsa
5CNS2020_hctsaTutorial. CNS 2020 tutorial for hctsa
4hctsaAnalysisPython. Code for running python analyses of hctsa data
4hctsa_phenotypingWorm. Running hctsa analysis on movement speed data of five strains of worm
3GCEA_FalsePositives. Analysis of statistical biases in Gene Set Enrichment Analysis applied to transcriptomic atlas data
3ResearchResources. Resources for reseachers
2Empirical1000_LowDimProj. Low-dimensional projection of diverse empirical time-series data
2mouseStructuralConnectivity. Code for computing interareal axonal connectivity in mouse
2distributed_hctsa. Running hctsa on a cluster (pbs or slurm)
2Matlab_mySQL. Tools for connecting to mySQL databases from Matlab
2hctsa_DREADD. MATLAB
1FourierAnalysisTutorial. Introduction to Fourier Analysis in Matlab
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