Detail publikačního výsledku

Self-Organized Sparse Distributed Memory -- an Application

GREBENÍČEK, F.

Originální název

Self-Organized Sparse Distributed Memory -- an Application

Anglický název

Self-Organized Sparse Distributed Memory -- an Application

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

The paper discuses an extension of Kanerva's Sparse Distributed Memory (SDM) and introduces possible application in storage and retrieval sequences (predicting). A self-organizing SDM equivalent to a three-layered neural network is used to learn the desired transfer function mapping a sequence (history) of 2D points to next point. The net was tested in simple experiment, where some kinds of Lissajous curves was successfully stored and retrieved.

Anglický abstrakt

The paper discuses an extension of Kanerva's Sparse Distributed Memory (SDM) and introduces possible application in storage and retrieval sequences (predicting). A self-organizing SDM equivalent to a three-layered neural network is used to learn the desired transfer function mapping a sequence (history) of 2D points to next point. The net was tested in simple experiment, where some kinds of Lissajous curves was successfully stored and retrieved.

Klíčová slova

Neural Net, Self-Organizing Map, Soft Competitive Learning Rule, Sparse Distributed Memory, Prediction

Klíčová slova v angličtině

Neural Net, Self-Organizing Map, Soft Competitive Learning Rule, Sparse Distributed Memory, Prediction

Autoři

GREBENÍČEK, F.

Vydáno

01.01.1999

Nakladatel

Marq software s.r.o.

Místo

Krnov

ISBN

80-85988-41-0

Kniha

ASIS '99

Strany od

39

Strany do

44

Strany počet

6

URL

http://www.fee.vutbr.cz/~grebenic/Publikace/Asis99/

BibTex

@inproceedings{BUT192154,
  author="František {Grebeníček}",
  title="Self-Organized Sparse Distributed Memory -- an Application",
  booktitle="ASIS '99",
  year="1999",
  pages="39--44",
  publisher="Marq software s.r.o.",
  address="Krnov",
  isbn="80-85988-41-0",
  url="http://www.fee.vutbr.cz/~grebenic/Publikace/Asis99/"
}