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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.

Neal W Morton's Projects

accre icon accre

Scripts for running MATLAB on ACCRE.

aperture icon aperture

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

conda icon conda

Specifying a conda environment with `environment.yml`

cymr icon cymr

Implementation of the CMR model using Cython.

edfread icon edfread

A library to parse SR research EDF files into python.

ica-aroma icon ica-aroma

Software package of ICA-AROMA; a data-driven method to identify and remove motion-related independent components from functional MRI data.

kabuki icon kabuki

Kabuki is a Python toolbox that allows easy creation of hierarchical Bayesian models for the cognitive sciences.

mindstorm icon mindstorm

Package for advanced neuroimaging analysis tools.

nireact icon nireact

Using modeling to relate neuroimaging measures to reaction time data.

nlx icon nlx

Matlab functions for importing electrophysiology data.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pprocess icon pprocess

Fork of pprocess to add python 3 support

psifr icon psifr

Psifr: Analysis and visualization of free recall data

psifr-notebooks icon psifr-notebooks

Example notebooks illustrating analysis of free recall data using PsiFR.

psifrr icon psifrr

Analysis and visualization of free recall data using R

psireact icon psireact

Hierarchical Bayesian modeling of response time data.

psychjobs icon psychjobs

Tools for scraping psychology faculty position information from the internet.

pymvpa icon pymvpa

MultiVariate Pattern Analysis in Python

rsaplot icon rsaplot

Tools for visualizing representational dissimilarity data.

wikivector icon wikivector

Tools for encoding Wikipedia articles as vectors.

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