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A Reconfigurable Neuromorphic Compute System for Brain-Scale Simulations

A Reconfigurable Neuromorphic Compute System for Brain-Scale Simulations
用于大脑规模模拟的可重构神经形态计算系统
批准号:
LE230100034
负责人:
Prof André van Schaik
金额:
$97.72万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Linkage Infrastructure, Equipment and Facilities
财政年份:
2023
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2023-01-01 至 2023-12-31

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中文摘要
翻译
该项目旨在构建世界上第一个可重构的神经形态计算系统。该硬件旨在高效运行大脑规模的模拟,为我们提供一个平台来发展我们对大脑的理解,并开发大脑规模的计算应用程序。预期的结果是能够有效地模拟生物大脑,用于计算神经科学研究和为实际应用调查新的机器学习方法。澳大利亚和全球在神经科学和机器学习方面的研究社区将受益于该基础设施,因为它可以通过互联网远程访问,将全球范围的协作研究释放到脑级计算中。
英文摘要
The project aims to construct a world-first reconfigurable neuromorphic compute system. The hardware is designed to run brain-scale simulations efficiently, providing a platform to develop our understanding of the brain and develop brain-scale computing applications. Expected outcomes are to enable the efficient simulation of biological brains for computational neuroscience research and investigation of novel machine learning approaches for practical applications. The Australian and global research community in neuroscience and machine learning would benefit from the infrastructure, as it can be accessed remotely via the internet, unlocking world-wide collaborative research into brain-scale computing.
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Auditory perception in neural electronics
  • 批准号:
    DP180100504
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $28.18万
  • 财政年份:
    2018
  • 负责人:
    Prof André van Schaik
  • 依托单位:
Hardware Acceleration for Neural Systems
  • 批准号:
    DP140103001
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $30.03万
  • 财政年份:
    2014
  • 负责人:
    Prof André van Schaik
  • 依托单位:
Novel circuits and design strategies for sub-65 nanometre complementary metal oxide semiconductor technologies
  • 批准号:
    LP100200275
  • 项目类别:
    Linkage Projects
  • 资助金额:
    $12.32万
  • 财政年份:
    2010
  • 负责人:
    Prof André van Schaik
  • 依托单位:
Electronic Auditory Pathway
  • 批准号:
    DP0881219
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $44.8万
  • 财政年份:
    2008
  • 负责人:
    Prof André van Schaik
  • 依托单位:
海外基金