基于一阶矩的新卷积方法
Novel Convolutions using First-order Moments
本文提出了一种计算卷积的无乘法快速方法。该方法首先将卷积转换为一阶矩的形式，然后引入矩的快速算法来计算该一阶矩，从而实现了任意长度卷积的高效快速运算。根据该方法，文中设计了一种简单的脉动阵列来实现卷积运算，该阵列结构简单、无需乘法器和存储器的，有利于采用大规模集成电路实现。
In this paper a novel convolution without multiplications has been presented via transforming it into the computation of the first-order moment. Then the method proposed for computing moments has been adapted to implement the arbitrary-length convolution efficiently. A very simple and scalable systolic array without multipliers and ROMs has also been designed to perform the convolution, which may result in the efficient VLSI implementation easily.
谷稳稳、刘建国、潘超
微电子学、集成电路计算技术、计算机技术电子电路
信息处理技术卷积一阶矩脉动阵列
Information processing technologyConvolutionFirst-order momentSystolic array
谷稳稳,刘建国,潘超.基于一阶矩的新卷积方法[EB/OL].(2010-08-25)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201008-363.点此复制
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