Detail publikačního výsledku

Constructing Hierarchical Neural Nets Using Sparse Distributed Memory

GREBENÍČEK, F.

Originální název

Constructing Hierarchical Neural Nets Using Sparse Distributed Memory

Anglický název

Constructing Hierarchical Neural Nets Using Sparse Distributed Memory

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

This paper discusses a possibility of the hierarchical neural netsconstruction using Kanerva's Sparse Distributed Memory (SDM). SDM is anassociative neural memory and can be used in visual patternrecognition. The paper introduces a hierarchical net for digitrecognition. Results of xperiment show notable properties of the net:insensivity to digit position and warping. Finally, a possiblemodification of Fukushima's Neocognitron is discussed.

Anglický abstrakt

This paper discusses a possibility of the hierarchical neural netsconstruction using Kanerva's Sparse Distributed Memory (SDM). SDM is anassociative neural memory and can be used in visual patternrecognition. The paper introduces a hierarchical net for digitrecognition. Results of xperiment show notable properties of the net:insensivity to digit position and warping. Finally, a possiblemodification of Fukushima's Neocognitron is discussed.

Klíčová slova

Neural nets, associative memory, Sparse Distributed Memory, pattern recognition

Klíčová slova v angličtině

Neural nets, associative memory, Sparse Distributed Memory, pattern recognition

Autoři

GREBENÍČEK, F.

Vydáno

01.01.2000

Nakladatel

Marq software s.r.o.

Místo

Sv. Hostýn, Bystřice pod Hostýnem

ISBN

80-85988-51-8

Kniha

ASIS 2000 Proceedings of the Colloquium

Strany od

359

Strany do

364

Strany počet

6

URL

http://www.fit.vutbr.cz/~grebenic/Publikace/asis2000.ps.zip

BibTex

@inproceedings{BUT192151,
  author="František {Grebeníček}",
  title="Constructing Hierarchical Neural Nets Using Sparse Distributed Memory",
  booktitle="ASIS 2000 Proceedings of the Colloquium",
  year="2000",
  pages="359--364",
  publisher="Marq software s.r.o.",
  address="Sv. Hostýn, Bystřice pod Hostýnem",
  isbn="80-85988-51-8",
  url="http://www.fit.vutbr.cz/~grebenic/Publikace/asis2000.ps.zip"
}