WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis

The current evolution of ‘cloud neuroscience’ leads to more efforts with the large-scale EEG applications, by using EEG pipelines to handle the rapidly accumulating EEG data. However, there are a few specific cloud platforms that seek to address the cloud computational challenges of EEG big data ana...

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Autores principales:	Li Dong, Jianfu Li, Qiunan Zou, Yufan Zhang, Lingling Zhao, Xin Wen, Jinnan Gong, Fali Li, Tiejun Liu, Alan C. Evans, Pedro A. Valdes-Sosa, Dezhong Yao
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	WeBrain Brainformatics EEG big data Distributed cloud computing Computational ecosystem Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
Acceso en línea:	https://doaj.org/article/3e4c3df83eaf460e9f1c2d440b462e36
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spelling	oai:doaj.org-article:3e4c3df83eaf460e9f1c2d440b462e362021-11-22T04:18:53ZWeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis1095-957210.1016/j.neuroimage.2021.118713https://doaj.org/article/3e4c3df83eaf460e9f1c2d440b462e362021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S105381192100985Xhttps://doaj.org/toc/1095-9572The current evolution of ‘cloud neuroscience’ leads to more efforts with the large-scale EEG applications, by using EEG pipelines to handle the rapidly accumulating EEG data. However, there are a few specific cloud platforms that seek to address the cloud computational challenges of EEG big data analysis to benefit the EEG community. In response to the challenges, a WeBrain cloud platform (https://webrain.uestc.edu.cn/) is designed as a web-based brainformatics platform and computational ecosystem to enable large-scale EEG data storage, exploration and analysis using cloud high-performance computing (HPC) facilities. WeBrain connects researchers from different fields to EEG and multimodal tools that have become the norm in the field and the cloud processing power required to handle those large EEG datasets. This platform provides an easy-to-use system for novice users (even no computer programming skills) and provides satisfactory maintainability, sustainability and flexibility for IT administrators and tool developers. A range of resources are also available on https://webrain.uestc.edu.cn/, including documents, manuals, example datasets related to WeBrain, and collected links to open EEG datasets and tools. It is not necessary for users or administrators to install any software or system, and all that is needed is a modern web browser, which reduces the technical expertise required to use or manage WeBrain. The WeBrain platform is sponsored and driven by the China-Canada-Cuba international brain cooperation project (CCC-Axis, http://ccc-axis.org/), and we hope that WeBrain will be a promising cloud brainformatics platform for exploring brain information in large-scale EEG applications in the EEG community.Li DongJianfu LiQiunan ZouYufan ZhangLingling ZhaoXin WenJinnan GongFali LiTiejun LiuAlan C. EvansPedro A. Valdes-SosaDezhong YaoElsevierarticleWeBrainBrainformaticsEEG big dataDistributed cloud computingComputational ecosystemNeurosciences. Biological psychiatry. NeuropsychiatryRC321-571ENNeuroImage, Vol 245, Iss , Pp 118713- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	WeBrain Brainformatics EEG big data Distributed cloud computing Computational ecosystem Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
spellingShingle	WeBrain Brainformatics EEG big data Distributed cloud computing Computational ecosystem Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571 Li Dong Jianfu Li Qiunan Zou Yufan Zhang Lingling Zhao Xin Wen Jinnan Gong Fali Li Tiejun Liu Alan C. Evans Pedro A. Valdes-Sosa Dezhong Yao WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
description	The current evolution of ‘cloud neuroscience’ leads to more efforts with the large-scale EEG applications, by using EEG pipelines to handle the rapidly accumulating EEG data. However, there are a few specific cloud platforms that seek to address the cloud computational challenges of EEG big data analysis to benefit the EEG community. In response to the challenges, a WeBrain cloud platform (https://webrain.uestc.edu.cn/) is designed as a web-based brainformatics platform and computational ecosystem to enable large-scale EEG data storage, exploration and analysis using cloud high-performance computing (HPC) facilities. WeBrain connects researchers from different fields to EEG and multimodal tools that have become the norm in the field and the cloud processing power required to handle those large EEG datasets. This platform provides an easy-to-use system for novice users (even no computer programming skills) and provides satisfactory maintainability, sustainability and flexibility for IT administrators and tool developers. A range of resources are also available on https://webrain.uestc.edu.cn/, including documents, manuals, example datasets related to WeBrain, and collected links to open EEG datasets and tools. It is not necessary for users or administrators to install any software or system, and all that is needed is a modern web browser, which reduces the technical expertise required to use or manage WeBrain. The WeBrain platform is sponsored and driven by the China-Canada-Cuba international brain cooperation project (CCC-Axis, http://ccc-axis.org/), and we hope that WeBrain will be a promising cloud brainformatics platform for exploring brain information in large-scale EEG applications in the EEG community.
format	article
author	Li Dong Jianfu Li Qiunan Zou Yufan Zhang Lingling Zhao Xin Wen Jinnan Gong Fali Li Tiejun Liu Alan C. Evans Pedro A. Valdes-Sosa Dezhong Yao
author_facet	Li Dong Jianfu Li Qiunan Zou Yufan Zhang Lingling Zhao Xin Wen Jinnan Gong Fali Li Tiejun Liu Alan C. Evans Pedro A. Valdes-Sosa Dezhong Yao
author_sort	Li Dong
title	WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
title_short	WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
title_full	WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
title_fullStr	WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
title_full_unstemmed	WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis
title_sort	webrain: a web-based brainformatics platform of computational ecosystem for eeg big data analysis
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/3e4c3df83eaf460e9f1c2d440b462e36
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WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis

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