An Efficient and Parallelism-Scalable Large Integer Multiplier Architecture Using Least-Positive Form and Winograd Fast Algorithm

IF 4 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2024-09-10 DOI:10.1109/TCSII.2024.3457494
Jianfei Wang;Jia Hou;Fahong Zhang;Yishuo Meng;Yang Su;Chen Yang
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Abstract

In this brief, an improved and efficient Winograd-based Large Integer Multiplication using least-positive form named WLIM is proposed, which can reduce 28.61% to 33.33% of the number of multiplications compared to least-positive form direct multiplication. By exploiting the cyclic parallelism of the improved algorithm, an Efficient and Parallelism-Scalable Large Integer Multiplier architecture named EPSM is proposed, which has two levels of adjustable parallelism. EPSM is implemented on Xilinx Virtex-7 VC709 Board, Zynq UltraScale+ XZCU19EG Device, and Alveo U250 Card, by using Vivado. Compared with the related works, EPSM can achieve a performance improvement of $1.29\times \sim ~20.99\times $ . In terms of area efficiency, EPSM can achieve $3.54\times \sim ~41.41\times $ area-time product (ATP) improvements.
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使用最小正形式和 Winograd 快速算法的高效并行可缩放大型整数乘法器架构
在本文中,提出了一种改进的、高效的基于winograd的最小正形式大整数乘法算法WLIM,与最小正形式直接乘法相比,它可以减少28.61%到33.33%的乘法次数。利用改进算法的循环并行性,提出了一种具有两级可调并行度的高效并行大整数乘法器体系结构EPSM。EPSM采用Vivado技术在Xilinx Virtex-7 VC709单板、Zynq UltraScale+ XZCU19EG设备和Alveo U250卡上实现。与相关工作相比,EPSM可实现1.29倍~20.99倍的性能提升。在面积效率方面,EPSM可以实现3.54\ \sim ~41.41\ \ $面积-时间积(ATP)的改进。
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来源期刊
IEEE Transactions on Circuits and Systems II: Express Briefs
IEEE Transactions on Circuits and Systems II: Express Briefs 工程技术-工程:电子与电气
CiteScore
7.90
自引率
20.50%
发文量
883
审稿时长
3.0 months
期刊介绍: TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: Circuits: Analog, Digital and Mixed Signal Circuits and Systems Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic Circuits and Systems, Power Electronics and Systems Software for Analog-and-Logic Circuits and Systems Control aspects of Circuits and Systems.
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Table of Contents IEEE Transactions on Circuits and Systems--II: Express Briefs Publication Information IEEE Circuits and Systems Society Information A 400-Mbps 1.05 pJ/Bit IR-UWB Transmitter for High-Density Neural Recording Systems Table of Contents
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