一个位级矩阵-矩阵产品的高吞吐量FPGA实现

Proceedings of the 43rd IEEE Midwest Symposium on Circuits and Systems (Cat.No.CH37144) Pub Date : 2000-08-08 DOI:10.1109/MWSCAS.2000.951667

A. Amira, A. Bouridane, P. Milligan, P. Sage

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引用次数: 12

摘要

本文提出了一种新的矩阵-矩阵乘法算法结构。本文描述了该算法的数学模型(基于Baugh-Wooley算法)，并在Xilinx FPGA板上进行了相应的设计和实现，讨论了该算法的实现效率，分别需要(N/sup 2/)和O(2nN)作为面积复杂度和时间复杂度，其中N为矩阵大小，N为字长。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A high throughput FPGA implementation of a bit-level matrix-matrix product

This paper presents a novel architecture for a matrix-matrix multiplication algorithm. The paper describes the mathematical model for the algorithm (based on Baugh-Wooley algorithm), the associated design and implementation of the algorithm on a Xilinx FPGA board, and discusses the efficiency of the implementation requiring (N/sup 2/) and O(2nN) as area and time complexities respectively, where N is the matrix size and n is the word length.

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Proceedings of the 43rd IEEE Midwest Symposium on Circuits and Systems (Cat.No.CH37144)

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