{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/brain-modelling-as-a-service-the-virtual","title":"Brain Modelling as a Service: The Virtual Brain on EBRAINS","arxiv_id":"2102.05888","date":"2021-02-11","proceeding":null,"authors":["Michael Schirner","Lia Domide","Dionysios Perdikis","Paul Triebkorn","Leon Stefanovski","Roopa Pai","Paula Popa","Bogdan Valean","Jessica Palmer","Chloê Langford","André Blickensdörfer","Michiel van der Vlag","Sandra Diaz-Pier","Alexander Peyser","Wouter Klijn","Dirk Pleiter","Anne Nahm","Oliver Schmid","Marmaduke Woodman","Lyuba Zehl","Jan Fousek","Spase Petkoski","Lionel Kusch","Meysam Hashemi","Daniele Marinazzo","Jean-François Mangin","Agnes Flöel","Simisola Akintoye","Bernd Carsten Stahl","Michael Cepic","Emily Johnson","Gustavo Deco","Anthony R. McIntosh","Claus C. Hilgetag","Marc Morgan","Bernd Schuller","Alex Upton","Colin McMurtrie","Timo Dickscheid","Jan G. Bjaalie","Katrin Amunts","Jochen Mersmann","Viktor Jirsa","Petra Ritter"],"abstract":"The Virtual Brain (TVB) is now available as open-source cloud ecosystem on EBRAINS, a shared digital research platform for brain science. It offers services for constructing, simulating and analysing brain network models (BNMs) including the TVB network simulator; magnetic resonance imaging (MRI) processing pipelines to extract structural and functional connectomes; multiscale co-simulation of spiking and large-scale networks; a domain specific language for automatic high-performance code generation from user-specified models; simulation-ready BNMs of patients and healthy volunteers; Bayesian inference of epilepsy spread; data and code for mouse brain simulation; and extensive educational material. TVB cloud services facilitate reproducible online collaboration and discovery of data assets, models, and software embedded in scalable and secure workflows, a precondition for research on large cohort data sets, better generalizability and clinical translation.","url_abs":"https://arxiv.org/abs/2102.05888v2","url_pdf":"https://arxiv.org/pdf/2102.05888v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"brain-modelling-as-a-service-the-virtual","repo_url":"https://github.com/BrainModes/tvb-pipeline","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}