Publication Details

Fault Tolerant Field Programmable Neural Networks

KRČMA, M.; KOTÁSEK, Z.; KAŠTIL, J. Fault Tolerant Field Programmable Neural Networks. In 1st IEEE Nordic Circuits and Systems (NORCAS) Conference. Oslo: IEEE Computer Society, 2015. p. 1-4. ISBN: 978-1-4673-6575-8.

Czech title

FPNN odolná proti poruchám

Type

conference paper

Language

English

Authors

Krčma Martin, Ing., Ph.D. (UFYZ)
Kotásek Zdeněk, doc. Ing., CSc.
Kaštil Jan, Ing., Ph.D.

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

ISBN

978-1-4673-6575-8

Publisher

IEEE Computer Society

Place

Oslo

DOI

10.1109/NORCHIP.2015.7364381

UT WoS

000380441400028

EID Scopus

2-s2.0-84963725150

BibTeX

@inproceedings{BUT119924,
  author="Martin {Krčma} and Zdeněk {Kotásek} and Jan {Kaštil}",
  title="Fault Tolerant Field Programmable Neural Networks",
  booktitle="1st IEEE Nordic Circuits and Systems (NORCAS) Conference",
  year="2015",
  pages="1--4",
  publisher="IEEE Computer Society",
  address="Oslo",
  doi="10.1109/NORCHIP.2015.7364381",
  isbn="978-1-4673-6575-8"
}