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.
翻译:虚拟脑(TVB)目前作为开放源云生态系统存在于EBRAINS上,EBRAINS是一个共享的脑科学数字研究平台,它为建立、模拟和分析包括TVB网络模拟器在内的大脑网络模型(BNMs)提供服务;磁共振成像(MRI)处理管道以提取结构和功能连接器;模拟喷射和大型网络的多尺度共同模拟;从用户指定的模型中自动生成高性能代码的域名专用语言;病人和健康志愿者的模拟准备型BNMs;巴耶斯人对癫痫传播的推断;老鼠大脑模拟的数据和代码;以及广泛的教育材料。TVB云服务促进可复制的在线合作和发现可扩展和安全工作流程中嵌入的数据资产、模型和软件,这是研究大型群数据集、更通用性和临床翻译的先决条件。