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DATE
2007
IEEE
72views Hardware» more  DATE 2007»
14 years 4 months ago
The impact of loop unrolling on controller delay in high level synthesis
Loop unrolling is a well-known compiler optimization that can lead to significant performance improvements. When used in High Level Synthesis (HLS) unrolling can affect the contr...
Srikanth Kurra, Neeraj Kumar Singh, Preeti Ranjan ...
COLT
2001
Springer
14 years 2 months ago
Learning Additive Models Online with Fast Evaluating Kernels
Abstract. We develop three new techniques to build on the recent advances in online learning with kernels. First, we show that an exponential speed-up in prediction time per trial ...
Mark Herbster
VLSID
1994
IEEE
84views VLSI» more  VLSID 1994»
14 years 2 months ago
Energy Efficient Programmable Computation
: This paper describes techniques for energy efficient implementation of programmable computation. consumption in programmable computation can be substantiallvlowered with nolossin...
Anantha Chandrakasan, Mani B. Srivastava, Robert W...
GECCO
2007
Springer
144views Optimization» more  GECCO 2007»
14 years 2 months ago
Mixing independent classifiers
In this study we deal with the mixing problem, which concerns combining the prediction of independently trained local models to form a global prediction. We deal with it from the ...
Jan Drugowitsch, Alwyn Barry
ICML
1998
IEEE
14 years 1 months ago
The Problem with Noise and Small Disjuncts
Many systems that learn from examples express the learned concept as a disjunction. Those disjuncts that cover only a few examples are referred to as small disjuncts. The problem ...
Gary M. Weiss, Haym Hirsh