Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F11%3APU96104" target="_blank" >RIV/00216305:26230/11:PU96104 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support
Original language 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 filtersis 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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP103%2F10%2F1517" target="_blank" >GAP103/10/1517: Natural Computing on Unconventional Platforms</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems
ISBN
978-1-4577-0599-1
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
184-191
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
San Diego
Event date
Jun 6, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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