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17 followers · 10 following
  • University of Wisconsin-Milwaukee
  • Milwaukee, WI

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Achievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Organizations

@prestonlab

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mortonne/README.md

I am an Assistant 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.

Data science for psychology research

In 2025, I wrote an open textbook on Data Science for Psychology, covering data analysis, visualization, statistics, and reporting using Python:

Software packages for research

High-performance computing

  • ezlaunch: Programs for managing job submission through Slurm.

Behavioral analysis and modeling

  • 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.
  • WikiVector: Tools for quantifying conceptual knowledge based on Wikipedia entries.
  • PsiReact: Hierarchical Bayesian modeling of response time data.

Neuroimaging and EEG analysis

  • Mindstorm: Advanced neuroimaging analysis.
  • 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 4 1

  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 21 5

  6. wikivector wikivector Public

    Tools for encoding Wikipedia articles as vectors.

    Python 5