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  • University of Wisconsin-Milwaukee
  • Milwaukee, WI

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@prestonlab

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mortonne/README.md

I am a Professor at the University of Wisconsin-Milwaukee and Director of the Human and Machine Learning (HaML) Lab. I use computational modeling and analysis of neuroimaging data to understand human memory.

I've developed a number of software packages for research:

  • WikiVector: Tools for quantifying conceptual knowledge based on Wikipedia entries.
  • Psifr: Analysis and visualization of free recall data.
  • PsifrR: R package for analysis and visualization of free recall data.
  • CyMR: Computational modeling of free recall data.
  • PsiReact: Hierarchical Bayesian modeling of response time data.
  • Mindstorm: Advanced neuroimaging analysis.
  • Wiki2Vec: Modeling semantic similarity of well-known stimuli.
  • fPrep: Scripts for preprocessing of fMRI data using FSL, FreeSurfer, and ANTS.
  • Aperture: Matlab toolbox for univariate and multivariate analysis of EEG data.

Pinned Loading

  1. psireact psireact Public

    Hierarchical Bayesian modeling of response time data.

    Jupyter Notebook 3

  2. mindstorm mindstorm Public

    Package for advanced neuroimaging analysis tools.

    Python 5 1

  3. psifr psifr Public

    Psifr: Analysis and visualization of free recall data

    Python 11 4

  4. cymr cymr Public

    Implementation of the CMR model using Cython.

    Python 2 1

  5. aperture aperture Public

    Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains

    MATLAB 20 5

  6. wikivector wikivector Public

    Tools for encoding Wikipedia articles as vectors.

    Python 5