Detail výsledku

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

SALVADOR, R.; OTERO, A.; MORA, J.; DE LA TORRE, E.; RIESGO, T.; SEKANINA, L. Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support. Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2011. p. 184-191. ISBN: 978-1-4577-0599-1.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Salvador Ruben
Otero Andres
Mora Javier
De la Torre Eduardo
Riesgo Teresa
Sekanina Lukáš, prof. Ing., Ph.D., UPSY (FIT)
Abstrakt

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.

Klíčová slova

field programmable gate array, dynamic partial reconfiguration, image filter, evolvable hardware

Rok
2011
Strany
184–191
Sborník
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems
Konference
NASA/ESA Conference on Adaptive Hardware and Systems 2011
ISBN
978-1-4577-0599-1
Vydavatel
IEEE Computer Society
Místo
Los Alamitos
BibTeX 
@inproceedings{BUT76400,
  author="Ruben {Salvador} and Andres {Otero} and Javier {Mora} and Eduardo {De la Torre} and Teresa {Riesgo} and Lukáš {Sekanina}",
  title="Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support",
  booktitle="Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems",
  year="2011",
  pages="184--191",
  publisher="IEEE Computer Society",
  address="Los Alamitos",
  isbn="978-1-4577-0599-1",
  url="https://www.fit.vut.cz/research/publication/9682/"
}
Soubory
Projekty
Natural computing na nekonvenčních platformách, GAČR, Standardní projekty, GAP103/10/1517, zahájení: 2010-01-01, ukončení: 2013-12-31, řešení
Výzkum informačních technologií z hlediska bezpečnosti, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, zahájení: 2007-01-01, ukončení: 2013-12-31, řešení
Výzkumné skupiny
Výzkumná skupina Evolvable Hardware (VZ EHW)
Pracoviště
Ústav počítačových systémů (UPSY)
Nahoru