DocumentCode
3192101
Title
A new organization for a perceptron-based branch predictor and its FPGA implementation
Author
Cadenas, Oswaldo ; Megson, Graham ; Jones, Daniel
Author_Institution
Sch. of Syst. Eng., Reading Univ., UK
fYear
2005
fDate
11-12 May 2005
Firstpage
305
Lastpage
306
Abstract
An unaltered rearrangement of the original computation of a neural based predictor at the algorithmic level is introduced as a new organization. Its FPGA implementation generates circuits that are 1.7 faster than a direct implementation of the original algorithm. This faster clock rate allows to implement predictors with longer history lengths using the nearly the same hardware budget.
Keywords
field programmable gate arrays; multilayer perceptrons; predictor-corrector methods; FPGA; neural-based predictor computation; perceptron-based branch predictor; pipelined processors; Accuracy; Circuits; Clocks; Field programmable gate arrays; Hardware; History; Learning systems; Modeling; Prediction algorithms; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI, 2005. Proceedings. IEEE Computer Society Annual Symposium on
Print_ISBN
0-7695-2365-X
Type
conf
DOI
10.1109/ISVLSI.2005.11
Filename
1430166
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