Detail publikace

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.

Originální název

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

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální 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

Autoři

SALVADOR, R.; OTERO, A.; MORA, J.; DE LA TORRE, E.; RIESGO, T.; SEKANINA, L.

Rok RIV

2011

Vydáno

16. 6. 2011

Nakladatel

IEEE Computer Society

Místo

Los Alamitos

ISBN

978-1-4577-0599-1

Kniha

Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems

Strany od

184

Strany do

191

Strany počet

8

URL

https://www.fit.vut.cz/research/publication/9682/

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/"
}