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Neurophysiological data analysis with Julia https://neuroanalyzer.org
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README.md

NeuroAnalyzer.jl

DOI: 10.5281/zenodo.7372648 status-badge docs-badge docs-badge

Welcome fellow researcher!

NeuroAnalyzer is a Julia toolbox for analyzing neurophysiological data. Currently it allows importing, editing, processing and analyzing EEG and NIRS data. Preliminary functionality is also available for ECoG recordings. Future versions will also support MEG and SEEG and source localization techniques, also based on MRI data. Various methods for modelling non-invasive brain stimulation protocols (tDCS/tACS/tRNS/tPCS/TMS/TUS/INS) will also be implemented.

NeuroAnalyzer contains a set of separate (high-level) functions, it does not have a graphical user interface (although one could built it upon these). NeuroAnalyzer functions can be combined into an analysis pipeline, i.e. a Julia script containing all steps of your analysis. This, combined with processing power of Julia language and easiness of distributing calculations across computing cluster, will make NeuroAnalyzer particularly useful for processing large amounts of research data.

NeuroAnalyzer is a collaborative, non-commercial project, developed for researchers in psychiatry, neurology and neuroscience.

Every contribution (bug reports, fixes, new ideas, feature requests or additions, documentation improvements, etc.) to the project is highly welcomed.

NeuroAnalyzer website is located at https://neuroanalyzer.org.

Note: this toolbox is under active development and is subject to change without prior notice.

Documentation

  1. Stable branch:
  2. Devel branch:

Changelog and commit details are available at https://neuroanalyzer.org/changelog.html.

Tutorials

NeuroAnalyzer tutorials are available at https://neuroanalyzer.org#tutorials.

Requirements

See https://neuroanalyzer.org/requirements.html for more details.

What's next

This roadmap of the future developments of NeuroAnalyzer is neither complete, nor in any particular order.

Performance

For testing performance between individual machines, a complete set of benchmarks is available.

Plugins (extensions)

See https://neuroanalyzer.org/plugins.html for more details.

Contributors

If you have contributed, please add your name below.

Adam Wysokiński

Medical University of Lodz

License

This software is licensed under The 2-Clause BSD License.