Detail publikace

Self-Organized Sparse Distributed Memory -- an Application

GREBENÍČEK, F. Self-Organized Sparse Distributed Memory -- an Application. ASIS '99. Krnov: 1999. p. 39-44. ISBN: 80-85988-41-0.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Grebeníček František, Ing.
URL
Klíčová slova

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

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.

Rok
1999
Strany
39–44
Sborník
ASIS '99
ISBN
80-85988-41-0
Místo
Krnov
BibTeX 
@inproceedings{BUT192154,
  author="František {Grebeníček}",
  title="Self-Organized Sparse Distributed Memory -- an Application",
  booktitle="ASIS '99",
  year="1999",
  pages="39--44",
  address="Krnov",
  isbn="80-85988-41-0",
  url="http://www.fee.vutbr.cz/~grebenic/Publikace/Asis99/"
}
Nahoru