About: Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper addresses the modelling and validation of an evolvable hardware architecture which can be mapped on a 2D systolic structure implemented on commercial reconfigurable FPGAs. The adaptation capabilities of the architecture are exercised to validate its evolvability. The underlying proposal is the use of a library of reconfigurable components characterised by their partial bitstreams, which are used by the Evolutionary Algorithm to find a solution to a given task. Evolution of image noise filters is selected as the proof of concept application. Results show that computation speed of the resulting evolved circuit is higher than with the Virtual Reconfigurable Circuits approach, and this can be exploited on the evolution process by using dynamic reconfiguration. This paper addresses the modelling and validation of an evolvable hardware architecture which can be mapped on a 2D systolic structure implemented on commercial reconfigurable FPGAs. The adaptation capabilities of the architecture are exercised to validate its evolvability. The underlying proposal is the use of a library of reconfigurable components characterised by their partial bitstreams, which are used by the Evolutionary Algorithm to find a solution to a given task. Evolution of image noise filters is selected as the proof of concept application. Results show that computation speed of the resulting evolved circuit is higher than with the Virtual Reconfigurable Circuits approach, and this can be exploited on the evolution process by using dynamic reconfiguration. (en)
Title	Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support (en)
skos:prefLabel	Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support (en)
skos:notation	RIV/00216305:26230/11:PU96104!RIV12-MSM-26230___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GAP103/10/1517), Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Sekanina, Lukáš
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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	198520
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/11:PU96104
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	field programmable gate array, dynamic partial reconfiguration, image filter, evolvable hardware (en)
http://linked.open.../riv/klicoveSlovo	image filter dynamic partial reconfiguration evolvable hardware field programmable gate array
http://linked.open...ontrolniKodProRIV	[F701E0478106]
http://linked.open...v/mistoKonaniAkce	San Diego
http://linked.open...i/riv/mistoVydani	Los Alamitos
http://linked.open...i/riv/nazevZdroje	Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Natural Computing on Unconventional Platforms
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	De la Torre, Eduardo Mora, Javier Otero, Andres Riesgo, Teresa Salvador, Ruben Sekanina, Lukáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-06-06 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Výzkum informačních technologií z hlediska bezpečnosti
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Computer Society
https://schema.org/isbn	978-1-4577-0599-1
http://localhost/t...ganizacniJednotka	26230
is http://linked.open...avai/riv/vysledek of	Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support

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