Robotics & Machine Learning Daily News2024,Issue(Dec.3) :103-103.

Researchers from Hanyang University Publish Research in Intelligent Systems (The oretical understanding of gradients of spike functions as boolean functions)

汉阳大学的研究人员发表了《智能系统研究》(尖峰函数梯度作为布尔函数的理论理解)

Robotics & Machine Learning Daily News2024,Issue(Dec.3) :103-103.

Researchers from Hanyang University Publish Research in Intelligent Systems (The oretical understanding of gradients of spike functions as boolean functions)

汉阳大学的研究人员发表了《智能系统研究》(尖峰函数梯度作为布尔函数的理论理解)

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摘要

由一名新闻记者-机器人与机器学习日报的工作人员新闻编辑每日新闻-调查人员讨论智能系统的新发现。根据新闻报道Ne wsRx编辑的汉阳大学学报,研究称,“应用误差反向传播算法”脉冲神经网络经常需要使用尖峰函数的虚导数(通常是被称为代理梯度,因为尖峰函数被认为是不可微的。这项研究的资助者包括韩国国家研究基金会;信息与技术研究所通信技术规划和评价。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators discuss new findings in intelligent systems. According to news reporting outof Hanyang University by Ne wsRx editors, research stated, “Applying an error-backpropagation algorithmto s piking neural networks frequently needs to employ fictive derivatives of spike f unctions (popularlyreferred to as surrogate gradients) because the spike functi on is considered non-differentiable.”Funders for this research include National Research Foundation of Korea; Institu te of Information &Communications Technology Planning & Evaluation.

Key words

Hanyang University/Intelligent Systems/Machine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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