Title :
An FPGA based coprocessor for large matrix product implementation
Author :
Bensaali, F. ; Amira, A. ; Bouridane, A.
Author_Institution :
Queen´´s Univ., Belfast, UK
Abstract :
Matrix multiplication is very important in many types of applications including image and signal processing. This paper presents an investigation into the design and implementation of matrix product algorithm using different design approaches such as Handel-C and VHDL, where the performance of both programming languages have been presented. Solutions for processing large matrix products based partitioning methodology have been described. The proposed system has been implemented and verified using the RC1000-PP Celoxica board based development platform.
Keywords :
coprocessors; field programmable gate arrays; hardware description languages; matrix multiplication; programming languages; FPGA; Handel-C; RC1000-PP Celoxica board; VHDL; coprocessor; image processing; matrix multiplication; matrix product algorithm; partitioning; programming languages; signal processing; Algorithm design and analysis; Computer languages; Coprocessors; Digital control; Field programmable gate arrays; Graph theory; Hardware; Mathematical model; Partitioning algorithms; Signal processing algorithms;
Conference_Titel :
Field-Programmable Technology (FPT), 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-8320-6
DOI :
10.1109/FPT.2003.1275760