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A new organization for a perceptron-based branch predictor and its FPGA implementation

Cadenas, Oswaldo and Megson, Graham M. and Jones, David J. (2005) A new organization for a perceptron-based branch predictor and its FPGA implementation. In: Smailagic, Asim and Ranganathan, Nagarajan, (eds.) IEEE Computer Society annual symposium on VLSI: new frontiers in VLSI design. IEEE, Los Alamitos, USA, pp. 305-306. ISBN 076952365X

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Official URL: http://dx.doi.org/10.1109/ISVLSI.2005.11


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.

Item Type:Book Section
Uncontrolled Keywords:Field programmable gate arrays, multilayer perceptrons predictor-corrector methods, FPGA, neural-based predictor computation, perceptron-based branch predictor, pipelined processors
Research Community:University of Westminster > Electronics and Computer Science, School of
ID Code:5720
Deposited On:27 Jan 2009 15:33
Last Modified:19 Oct 2009 14:14

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