TVB-EduPack—An Interactive Learning and Scripting Platform for The Virtual Brain

نویسندگان

  • Henrik Matzke
  • Michael Schirner
  • Daniel Vollbrecht
  • Simon Rothmeier
  • Adalberto Llarena
  • Raúl Rojas
  • Paul Triebkorn
  • Lia Domide
  • Jochen Mersmann
  • Ana Solodkin
  • Viktor K. Jirsa
  • Anthony Randal McIntosh
  • Petra Ritter
چکیده

The Virtual Brain (TVB; thevirtualbrain.org) is a neuroinformatics platform for full brain network simulation based on individual anatomical connectivity data. The framework addresses clinical and neuroscientific questions by simulating multi-scale neural dynamics that range from local population activity to large-scale brain function and related macroscopic signals like electroencephalography and functional magnetic resonance imaging. TVB is equipped with a graphical and a command-line interface to create models that capture the characteristic biological variability to predict the brain activity of individual subjects. To enable researchers from various backgrounds a quick start into TVB and brain network modeling in general, we developed an educational module: TVB-EduPack. EduPack offers two educational functionalities that seamlessly integrate into TVB's graphical user interface (GUI): (i) interactive tutorials introduce GUI elements, guide through the basic mechanics of software usage and develop complex use-case scenarios; animations, videos and textual descriptions transport essential principles of computational neuroscience and brain modeling; (ii) an automatic script generator records model parameters and produces input files for TVB's Python programming interface; thereby, simulation configurations can be exported as scripts that allow flexible customization of the modeling process and self-defined batch- and post-processing applications while benefitting from the full power of the Python language and its toolboxes. This article covers the implementation of TVB-EduPack and its integration into TVB architecture. Like TVB, EduPack is an open source community project that lives from the participation and contribution of its users. TVB-EduPack can be obtained as part of TVB from thevirtualbrain.org.

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عنوان ژورنال:

دوره 9  شماره 

صفحات  -

تاریخ انتشار 2015