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Computational Infrastructure for Brain Research: EAGER: A Computationally Enabled Knowledge Infrastructure for Cognitive Neuroscience

Computational Infrastructure for Brain Research: EAGER: A Computationally Enabled Knowledge Infrastructure for Cognitive Neuroscience
脑研究的计算基础设施:EAGER:认知神经科学的计算支持知识基础设施
批准号:
1649658
负责人:
Russell Poldrack
金额:
$29.19万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-03-01 至 2020-02-29

项目摘要

项目成果

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中文摘要
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英文摘要
The Cognitive Atlas is a major online resource for testing hypotheses about the association of neural function to anatomical structures in the human brain. The goal of this project is to greatly enhance the capabilities and performance of the Atlas using state-of-the-art information technologies and national high performance computing (HPC) resources. The result will be a powerful computational tool to assist neuroscience researchers in understanding cognitive and psychological processes and making discoveries about how the brain works, in alignment with the NSF mission to promote the progress of science and to advance the national health, prosperity and welfare.The first aim of the project is to restructure the current Cognitive Atlas database so that it will be able to interface more directly with other computing systems, and so that it can be changed in a more flexible way based on new research. The second aim is to utilize a powerful knowledge query system called Deep Dive to extract new knowledge from neuroscience publications and integrate this knowledge into the Cognitive Atlas. To address the intensive computational demands of Deep Dive, an implementation will be piloted on Wrangler, a high performance data analytics computing system hosted at the Texas Advanced Computing Center. The proposed project will enhance the computing infrastructure for neuroscience in multiple ways. By updating the system to a state-of-the-art graph database infrastructure, this work will allow much greater use of the system for automated analyses. In addition to enabling analysis of the cognitive neuroscience literature at scale for the current project, the implementation of Deep Dive on Wrangler will allow researchers in many other fields to also take advantage of this state-of-the-art application, which could have important benefits across many different areas of science and technology. This Early-concept Grants for Exploratory Research (EAGER) award by the CISE Division of Advanced Cyberinfrastructure is jointly supported by the SBE Division of Behavioral and Cognitive Sciences and the CISE Division of Information and Intelligent Systems, with funds associated with the NSF Understanding the Brain, BRAIN Initiative activities, and for developing national research infrastructure for neuroscience. This project also aligns with NSF objectives under the National Strategic Computing Initiative.
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DOI: 10.7554/elife.53385
发表时间: 2020-03-04
期刊: ELIFE
影响因子: 7.7
作者: [Dockes, Jerome, Poldrack, Russell A., Varoquaux, Gael]
通讯作者: Varoquaux, Gael
Spokes: MEDIUM: WEST: Breaking down barriers for reproducible neuroimaging data analyses
  • 批准号:
    1760950
  • 项目类别:
    Standard Grant
  • 资助金额:
    $59.99万
  • 财政年份:
    2018
  • 负责人:
    Russell Poldrack
  • 依托单位:
CRCNS Data Sharing: An open data repository for cognitive neuroscience: The OpenfMRI Project
  • 批准号:
    1532231
  • 项目类别:
    Standard Grant
  • 资助金额:
    $26.25万
  • 财政年份:
    2014
  • 负责人:
    Russell Poldrack
  • 依托单位:
CRCNS Data Sharing: An open data repository for cognitive neuroscience: The OpenfMRI Project
  • 批准号:
    1131441
  • 项目类别:
    Standard Grant
  • 资助金额:
    $74.39万
  • 财政年份:
    2011
  • 负责人:
    Russell Poldrack
  • 依托单位:
The Neural Basis of Risky Decision Making
  • 批准号:
    0433693
  • 项目类别:
    Standard Grant
  • 资助金额:
    $76.41万
  • 财政年份:
    2004
  • 负责人:
    Russell Poldrack
  • 依托单位:
海外基金