DocumentCode
419360
Title
Partially reconfigurable matrix multiplication for area and time efficiency on FPGAs
Author
Jianwen, Luo ; Chuen, Jong Ching
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2004
fDate
31 Aug.-3 Sept. 2004
Firstpage
244
Lastpage
248
Abstract
This paper presents an architecture for matrix multiplication implemented on reconfigurable hardware with partially reconfigurable feature. The proposed design significantly reduces the size and achieves the minimum computation cycles for the n × n matrix multiplication. Compared with the linear array design (Jang et al., 2002) the area of our design is reduced by 72%-81% while the AT metrics (product of area and latency) is reduced by 40%-58% for matrix size between 3 × 3 and 48 × 48. The versatility of our design is demonstrated in different parameterisable instantiation to cater for different implementations with various time and area requirements. Partially reconfiguration allows us to reload the design contents with the minimum configuration overhead. The performance of our design is even better for larger matrices.
Keywords
field programmable gate arrays; logic design; matrix multiplication; reconfigurable architectures; field programmable gate array; linear array design; matrix multiplication; reconfigurable architecture; reconfigurable hardware; Application software; Delay; Field programmable gate arrays; Frequency; Hardware; Logic circuits; Logic devices; Reconfigurable logic; Registers; Runtime;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital System Design, 2004. DSD 2004. Euromicro Symposium on
Print_ISBN
0-7695-2203-3
Type
conf
DOI
10.1109/DSD.2004.1333283
Filename
1333283
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