DocumentCode
460435
Title
Bit-Level Parallel Array Algorithms of Vector-Vector and Matrix-Matrix Multiplication
Author
Li, Guo ; Miao-feng, Wang ; Tian, Qiu ; Lu, Liu ; Feng, Luo
Author_Institution
Dept. of Electron. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei
Volume
1
fYear
2006
fDate
38869
Firstpage
567
Lastpage
570
Abstract
Based on Horner´ rule and Baugh-Wooley algorithm, this paper presents two novel bit-level parallel array algorithms of 2´s complement multiplication, and the algorithms have been mapped to systolic arrays by using linear mapping techniques. We propose two efficient systolic arrays of multiply and accumulate (MAC) operation and we also describe the vector-vector and matrix-matrix multiplication that can be efficiently implemented by using the MAC arrays. The two systolic arrays have high performance (low time complexity, space complexity and latency) and consume smaller gate-area in comparison to other architectures. It is suitable for VLSI implementation for its regularity and modularity
Keywords
VLSI; matrix multiplication; systolic arrays; 2´s complement multiplication; Baugh-Wooley algorithm; Horner´ rule; MAC operation; VLSI implementation; bit-level parallel array algorithm; linear mapping technique; matrix-matrix multiplication; multiply-accumulate; systolic arrays; vector-vector multiplication; very large scale integration; Arithmetic; Delay; Digital systems; Kernel; Mathematical model; Speech processing; Systolic arrays; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location
Guilin
Print_ISBN
0-7803-9584-0
Electronic_ISBN
0-7803-9585-9
Type
conf
DOI
10.1109/ICCCAS.2006.284700
Filename
4063944
Link To Document