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EUROPAR
2005
Springer

The Combined Perceptron Branch Predictor

9 years 4 months ago
The Combined Perceptron Branch Predictor
— Previous works have shown that neural branch prediction techniques achieve far lower misprediction rate than traditional approaches. We propose a neural predictor based on two perceptron networks: the Combined Perceptron Branch Predictor. The predictor consists of two concurrent perceptron-like neural networks; one using as inputs branch history information, the other one program counter bits. We carried out experiments proving that this approach provides lower misprediction rate than state-ofthe-art conventional and neural predictors.
Matteo Monchiero, Gianluca Palermo
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where EUROPAR
Authors Matteo Monchiero, Gianluca Palermo
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