DocumentCode
2722377
Title
Design study of (2 x 2) core architecture for matrix multiplications via programmable graph architecture
Author
Mun, Jun-Hee ; Peng, Muling ; Hong, Sanggjin ; Doboli, Alex ; Tang, K. Wendy
Author_Institution
Dept. of Electr. & Comput. Eng., Stony Brook Univ., NY
fYear
2005
fDate
19-23 Sept. 2005
Firstpage
87
Lastpage
88
Abstract
This paper presents a 2 times 2 core architecture for matrix multiplications via the programmable graph architecture approach proposed earlier. A larger matrix-matrix multiplication can be carried out through sub-matrix decomposition. The iterative operation is completely performed with simple arithmetic operations and memory accesses. The core architecture is structurally described using Verilog and its functionality has been verified. Performance of the operation and factors influencing the execution are analyzed
Keywords
digital arithmetic; logic design; matrix decomposition; matrix multiplication; arithmetic operations; iterative operation; matrix multiplications; memory access; programmable graph architecture; submatrix decomposition; Arithmetic; Computer architecture; Concurrent computing; Electronics packaging; Graph theory; Hardware design languages; Matrix decomposition; Performance analysis; Routing;
fLanguage
English
Publisher
ieee
Conference_Titel
SOC Conference, 2005. Proceedings. IEEE International
Conference_Location
Herndon, VA
Print_ISBN
0-7803-9264-7
Type
conf
DOI
10.1109/SOCC.2005.1554463
Filename
1554463
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