New systolic arrays for matrix multiplication

Sau-Gee Chen, Jiann Cherng Lee, Chieh Chih Li

Research output: Contribution to journalConference articlepeer-review

2 Scopus citations

Abstract

In this paper, three new systolic arrays for matrix multiplication are proposed. The first systolic array has the minimum number of 3n-2 clock cycles in completing a matrix multiplication among the known structures, with n 2 processors elements (PE's). It is achieved by applying a new input data flow and deposition scheme. The second array is derived by combining the data flow technique with the simple Blahut's matrix multiplication algorithm. Not only the second array has the least amount of processing time of 3n-2 clock cycles, it has the least area complexity of about n2/2 PE's. By further modifying its input data flow patterns, the third array is obtained. Its processing time is further reduced to 2.5n-2 clock cycles. The proposed architectures exhibit better performances than the known structures, according to several standard performance measures.

Original languageEnglish
Article number5727789
JournalProceedings of the International Conference on Parallel Processing
Volume2
DOIs
StatePublished - 1 Jan 1994
Event23rd International Conference on Parallel Processing, ICPP 1994 - Raleigh, NC, United States
Duration: 15 Aug 199419 Aug 1994

Fingerprint Dive into the research topics of 'New systolic arrays for matrix multiplication'. Together they form a unique fingerprint.

Cite this