Photonic Computing Architecture Validator

光子计算架构验证器

• 批准号: LE230100051
• 负责人: Prof Christina Lim
• 金额: $ 36.34万
• 依托单位: The University of Melbourne
• 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
• 起止时间: 2023-01-01 至 2024-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/LE230100051
• 关键词: Photonic; Computing; Architecture; Validator

Photonic Computing Architecture Validator will be the first Australian facility - a testbed for accelerated development and validation of photonic implementation of machine learning architectures. This will enable rapid testing of ultrafast machine learning algorithms and applications to solve challenging problems with high-speed spatio-temporal data streams. This photonic computing architecture validator will be a critical enabler for many innovative and diverse research activities including protection of high-speed internet links against cyber-attacks, photonic radars with cognitive processing, biomedical imaging and sensing with parallel data streams, and analysis of high frequency trading in financial markets.

Photonic Computing Architecture Validator将成为澳大利亚第一个设施-加速开发和验证机器学习架构光子实现的测试平台。这将使超快机器学习算法和应用程序的快速测试成为可能，以解决高速时空数据流的挑战性问题。这种光子计算架构验证器将成为许多创新和多样化研究活动的关键推动者，包括保护高速互联网链路免受网络攻击，具有认知处理的光子雷达，具有并行数据流的生物医学成像和传感，以及金融市场高频交易分析。