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brendanjohnharris/README.md

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Hello! I am a PhD student in the Complex Systems group (School of Physics) at the University of Sydney, interested in the physical mechanisms of computation and communication in the brain, particularly in the context of visual processing.

I approach this problem using a combination of new methodologies for analyzing non-stationary time series, along with dynamical systems theory, biophysical neural-circuit models, and, of course, the Julia language.

Below you can find some of my recent open-source projects!

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Julia LaTeX Python MATLAB Shell Script LINUX

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  1. Catch22.jl Catch22.jl Public

    Evaluate catch22 time-series features in Julia

    Julia 20 1

  2. TimeseriesTools.jl TimeseriesTools.jl Public

    A convenient package for working with time series (time-indexed arrays)

    Julia 16

  3. Normalization.jl Normalization.jl Public

    Flexibly normalize arrays across any combination of dimensions

    Julia 7 2

  4. Foresight.jl Foresight.jl Public

    A Makie theme

    Julia 7

  5. Criticality Criticality Public

    Simulate bifurcating dynamical systems, run hctsa and find the most useful features for predicting control parameters.

    MATLAB 4

  6. NonstationaryProcesses.jl NonstationaryProcesses.jl Public

    Simulate non-stationary time series by varying the parameters of otherwise stationary systems

    Julia 2