LH - Modeling & Data Analysis Tools & Datasets: Decoding Neural Data

Decoding Neural Data
The Neural Decoding Toolbox

The Neural Decoding Toolbox, implemented in MATLAB, enables researchers to analyze neural data such as single cell recordings, fMRI, MEG, and EEG, to understand the information contained in this data and how it may be encoded and decoded by the brain. Learn about neural decoding methods, download the toolbox and sample datasets, and run examples with a MATLAB Live Script.

At The Neural Decoding Toolbox website, view documentation, tutorials, and publications that used the toolbox for neural data analyses. Download the Toolbox and sample datasets, and access an online support forum.

URL: http://www.readout.info

Additional Resources:

  • Run examples of data analyses with the Neural Decoding Toolbox with a MATLAB Live Script (.pdf, .html, .mlx - the .mlx file is only compatible with MATLAB 2016b and more recent versions), which also contains background material and suggestions for additional exercises.
  • Ethan Meyers' tutorial, Decoding Analyses to Understand Neural Content and Coding, includes a lecture video with slides, and links to the Toolbox, tutorials, and publications.
  • The Brains, Minds, and Machines Summer Course published on MIT OpenCourseWare contains a tutorial page on the Neural Decoding Toolbox with a lecture video, slides, and publications.