Publication Details

Fault Tolerant Field Programmable Neural Networks

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.

Czech title

FPNN odolná proti poruchám

Type

conference paper

Language

english

Authors

Krčma Martin, Ing. (DCSY FIT BUT)
Kotásek Zdeněk, doc. Ing., CSc. (DCSY FIT BUT)
Kaštil Jan, Ing. (DCSY FIT BUT)

Keywords

FPNA, FPNN, Artificial neural networks, FPGA, Fault Toletant

Abstract

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.

Annotation

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.

Published

2015

Pages

1-4

Proceedings

1st IEEE Nordic Circuits and Systems (NORCAS) Conference

Conference

IEEE Nordic Circuits and Systems Conference, Oslo, NO

ISBN

978-1-4673-6575-8

Publisher

IEEE Computer Society

Place

Oslo, NO

DOI

10.1109/NORCHIP.2015.7364381

UT WoS

000380441400028

EID Scopus

2-s2.0-84963725150

BibTeX

@INPROCEEDINGS{FITPUB11005,
   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",
   doi = "10.1109/NORCHIP.2015.7364381",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11005"
}