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visbrain a multi purpose gpu accelerated open source suite for multimodal brain data visualization

Name: Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization
Keywords: MEG, opengl, meg, [SCCO.NEUR]Cognitive science/Neuroscience, brain, [SCCO.NEUR] Cognitive science/Neuroscience, OpenGL, Neurosciences. Biological psychiatry. Neuropsychiatry, [SCCO] Cognitive science, neuroscience

descriptionPublicationkeyboard_double_arrow_right Article 22 Mar 2019 Italy, France, Italy, Switzerland Publisher:Frontiers Media SAJournal:Frontiers in Neuroinformatics, volume 13 (eissn: 1662-5196,

Authors: Etienne Combrisson; Raphael Vallat; Christian O'Reilly; Mainak Jas; Annalisa Pascarella; Anne-lise Saive; Thomas Thiery; +9 Authors

doi: 10.3389/fninf.2019.00014

pmid: 30967769

pmc: PMC6439346

handle: 20.500.14243/376374

visbrain a multi purpose gpu accelerated open source suite for multimodal brain data visualization

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Abstract

We present Visbrain, a Python open-source package that offers a comprehensive visualization suite for neuroimaging and electrophysiological brain data. Visbrain consists of two levels of abstraction: (1) objects which represent highly configurable neuro-oriented visual primitives (3D brain, sources connectivity, etc.) and (2) graphical user interfaces for higher level interactions. The object level offers flexible and modular tools to produce and automate the production of figures using an approach similar to that of Matplotlib with subplots. The second level visually connects these objects by controlling properties and interactions through graphical interfaces. The current release of Visbrain (version 0.4.2) contains 14 different objects and three responsive graphical user interfaces, built with PyQt: Signal, for the inspection of time-series and spectral properties, Brain for any type of visualization involving a 3D brain and Sleep for polysomnographic data visualization and sleep analysis. Each module has been developed in tight collaboration with end-users, i.e., primarily neuroscientists and domain experts, who bring their experience to make Visbrain as transparent as possible to the recording modalities (e.g., intracranial EEG, scalp-EEG, MEG, anatomical and functional MRI). Visbrain is developed on top of VisPy, a Python package providing high-performance 2D and 3D visualization by leveraging the computational power of the graphics card. Visbrain is available on Github and comes with a documentation, examples, and datasets (http://visbrain.org).

Countries

Italy, France, Italy, Switzerland

Related Organizations

University of Montreal
University of Oxford
United Kingdom
University of Montreal
Canada
Ecole Polytechnique Fédérale de Lausane
Switzerland
Université Claude Bernard Lyon 1 (UCLB)

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Keywords

MEG, opengl, meg, [SCCO.NEUR]Cognitive science/Neuroscience, brain, [SCCO.NEUR] Cognitive science/Neuroscience, OpenGL, Neurosciences. Biological psychiatry. Neuropsychiatry, [SCCO] Cognitive science, neuroscience, python, [SCCO]Cognitive science, EEG, eeg, visualization, open-source, RC321-571, Neuroscience

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Visbrain: A multi-purpose GPU-accelerated open-source suite for brain data visualization
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