Department of Computer Systems

Conference paper

KRČMA Martin, KOTÁSEK Zdeněk and KAŠTIL Jan. Fault Tolerant Field Programmable Neural Networks. In: 1st IEEE Nordic Circuits and Systems (NORCAS) Conference. Oslo: IEEE Computer Society, 2015, pp. 1-4. ISBN 978-1-4673-6575-8.
Publication language:english
Original title:Fault Tolerant Field Programmable Neural Networks
Title (cs):FPNN odolná proti poruchám
Pages:1-4
Proceedings:1st IEEE Nordic Circuits and Systems (NORCAS) Conference
Conference:IEEE Nordic Circuits and Systems Conference
Place:Oslo, NO
Year:2015
ISBN:978-1-4673-6575-8
Publisher:IEEE Computer Society
Keywords
FPNA, FPNN, Artificial neural networks, FPGA, Fault Toletant
Annotation
The paper deals with fault tolerant FPNNS. It introduces a method of recovery from faults of one of the unit types without using unit level redundancy based techniques.
Abstract
This paper describes a concept of Field Pro-
grammable Neural Networks (FPNNs) for artificial neural net-
works implementation in FPGAs, presents a model of fault tol-
erant FPNNs and different fault tolerance improving techniques
based on the model. It describes an experiment based on one of
these techniques and presents its results.

BibTeX:
@INPROCEEDINGS{
   author = {Martin Kr{\v{c}}ma and Zden{\v{e}}k Kot{\'{a}}sek and Jan
	Ka{\v{s}}til},
   title = {Fault Tolerant Field Programmable Neural Networks},
   pages = {1--4},
   booktitle = {1st IEEE Nordic Circuits and Systems (NORCAS) Conference},
   year = {2015},
   location = {Oslo, NO},
   publisher = {IEEE Computer Society},
   ISBN = {978-1-4673-6575-8},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso-8859-2?id=11005}
}

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