About: Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	A new accelerator of Cartesian genetic programming is presented in this paper. The accelerator is completely implemented in a single FPGA. The proposed architecture contains multiple instances of virtual reconfigurable circuit to evaluate several candidate solutions in parallel. An advanced memory organization was developed to achieve the maximum throughput of processing. The search algorithm is implemented using the on-chip PowerPC processor. In the benchmark problem (image filter evolution) the proposed platform provides a significant speedup (170) in comparison with a highly optimized software implementation. Moreover, the accelerator is 8 times faster than previous FPGA accelerators of image filter evolution. A new accelerator of Cartesian genetic programming is presented in this paper. The accelerator is completely implemented in a single FPGA. The proposed architecture contains multiple instances of virtual reconfigurable circuit to evaluate several candidate solutions in parallel. An advanced memory organization was developed to achieve the maximum throughput of processing. The search algorithm is implemented using the on-chip PowerPC processor. In the benchmark problem (image filter evolution) the proposed platform provides a significant speedup (170) in comparison with a highly optimized software implementation. Moreover, the accelerator is 8 times faster than previous FPGA accelerators of image filter evolution. (en)
Title	Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units (en)
skos:prefLabel	Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units (en)
skos:notation	RIV/00216305:26230/10:PU90534!RIV11-GA0-26230___
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(GA102/07/0850), P(GD102/09/H042), S, Z(MSM0021630528)
http://linked.open...iv/cisloPeriodika	6
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Vašíček, Zdeněk Sekanina, Lukáš
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	261209
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/10:PU90534
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Cartesian genetic programming, hardware accelerator, evolutionary circuit design, FPGA (en)
http://linked.open.../riv/klicoveSlovo	hardware accelerator FPGA <p align=left>Cartesian genetic programming evolutionary circuit design
http://linked.open...odStatuVydavatele	SK - Slovenská republika
http://linked.open...ontrolniKodProRIV	[82BE252EB837]
http://linked.open...i/riv/nazevZdroje	Computing and Informatics
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems Design and hardware implementation of a patent-invention machine
http://linked.open...UplatneniVysledku	2010
http://linked.open...v/svazekPeriodika	29
http://linked.open...iv/tvurceVysledku	Sekanina, Lukáš Vašíček, Zdeněk
http://linked.open...n/vavai/riv/zamer	Výzkum informačních technologií z hlediska bezpečnosti
issn	1335-9150
number of pages	13 (xsd:int)
http://localhost/t...ganizacniJednotka	26230

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