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» Using Genetic Programming and High Level Synthesis to Design...
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GECCO
2006
Springer
215views Optimization» more  GECCO 2006»
13 years 11 months ago
A multi-chromosome approach to standard and embedded cartesian genetic programming
Embedded Cartesian Genetic Programming (ECGP) is an extension of Cartesian Genetic Programming (CGP) that can automatically acquire, evolve and re-use partial solutions in the for...
James Alfred Walker, Julian Francis Miller, Rachel...
GECCO
2011
Springer
276views Optimization» more  GECCO 2011»
12 years 11 months ago
Evolution of reward functions for reinforcement learning
The reward functions that drive reinforcement learning systems are generally derived directly from the descriptions of the problems that the systems are being used to solve. In so...
Scott Niekum, Lee Spector, Andrew G. Barto
CASES
2008
ACM
13 years 9 months ago
Optimus: efficient realization of streaming applications on FPGAs
In this paper, we introduce Optimus: an optimizing synthesis compiler for streaming applications. Optimus compiles programs written in a high level streaming language to either so...
Amir Hormati, Manjunath Kudlur, Scott A. Mahlke, D...
TACO
2008
130views more  TACO 2008»
13 years 7 months ago
Efficient hardware code generation for FPGAs
r acceptance of FPGAs as a computing device requires a higher level of programming abstraction. ROCCC is an optimizing C to HDL compiler. We describe the code generation approach i...
Zhi Guo, Walid A. Najjar, Betul Buyukkurt
FPL
2009
Springer
132views Hardware» more  FPL 2009»
13 years 11 months ago
Binary Synthesis with multiple memory banks targeting array references
High-Level Synthesis (HLS) is the field of transforming a high-level programming language, such as C, into a register transfer level(RTL) description of the design. In HLS, Binary...
Yosi Ben-Asher, Nadav Rotem