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GECCO
2007
Springer
300views Optimization» more  GECCO 2007»
14 years 1 months ago
A NSGA-II, web-enabled, parallel optimization framework for NLP and MINLP
Engineering design increasingly uses computer simulation models coupled with optimization algorithms to find the best design that meets the customer constraints within a time con...
David J. Powell, Joel K. Hollingsworth
VLSISP
2011
358views Database» more  VLSISP 2011»
13 years 2 months ago
Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
Karthik Nagarajan, Brian Holland, Alan D. George, ...
FPGA
2011
ACM
401views FPGA» more  FPGA 2011»
12 years 11 months ago
LegUp: high-level synthesis for FPGA-based processor/accelerator systems
In this paper, we introduce a new open source high-level synthesis tool called LegUp that allows software techniques to be used for hardware design. LegUp accepts a standard C pro...
Andrew Canis, Jongsok Choi, Mark Aldham, Victor Zh...
IPPS
2006
IEEE
14 years 1 months ago
Parallel genetic algorithm for SPICE model parameter extraction
Models of simulation program with integrated circuit emphasis (SPICE) are currently playing a central role in the connection between circuit design and chip fabrication communitie...
Yiming Li, Yen-Yu Cho
DELTA
2010
IEEE
14 years 15 days ago
Algorithm Transformation for FPGA Implementation
— High level hardware description languages aim to make hardware design more like programming software. These languages are often used to accelerate legacy software algorithms by ...
Donald G. Bailey, Christopher T. Johnston