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IJCNN
2006
IEEE
14 years 2 months ago
A Variational EM Approach to Predicting Uncertainty in Supervised Learning
— In many applications of supervised learning, the conditional average of the target variables is not sufficient for prediction. The dependencies between the explanatory variabl...
Markus Harva
SAC
2006
ACM
14 years 2 months ago
Branchless cycle prediction for embedded processors
Modern embedded processors access the Branch Target Buffer (BTB) every cycle to speculate branch target addresses. Such accesses, quite often, are unnecessary as there is no branc...
Kaveh Jokar Deris, Amirali Baniasadi
ISPD
2004
ACM
92views Hardware» more  ISPD 2004»
14 years 1 months ago
A predictive distributed congestion metric and its application to technology mapping
Due to increasing design complexity, routing congestion has become a critical problem in VLSI designs. This paper introduces a distributed metric to predict routing congestion for...
Rupesh S. Shelar, Sachin S. Sapatnekar, Prashant S...
CAEPIA
2003
Springer
14 years 1 months ago
Time-Series Prediction: Application to the Short-Term Electric Energy Demand
This paper describes a time-series prediction method based on the kNN technique. The proposed methodology is applied to the 24hour load forecasting problem. Also, based on recorded...
Alicia Troncoso Lora, Jesús Riquelme Santos...
ASAP
2002
IEEE
85views Hardware» more  ASAP 2002»
14 years 1 months ago
Predictable Instruction Caching for Media Processors
The determinism of instruction cache performance can be considered a major problem in multi-media devices which hope to maximise their quality of service. If instructions are evic...
James Irwin, David May, Henk L. Muller, Dan Page