Detail publikace

Self-Organizing Sparse Distributed Memory as a Predictive Memory

GREBENÍČEK, F. Self-Organizing Sparse Distributed Memory as a Predictive Memory. Nostradamus '99. Zlín: unknown, 1999. p. 17-22. ISBN: 80-214-1424-3.
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 prediction. A self-organizing SDM equivalent to a three-layered neural network is used to learn the desired transfer function mapping a history of velocity vectors to predicted velocity vector. The net was tested in simple mouse-tracking experiment, but can be used in more handy problems, for example in motion capturing systems.

Rok
1999
Strany
17–22
Sborník
Nostradamus '99
ISBN
80-214-1424-3
Vydavatel
unknown
Místo
Zlín
BibTeX 
@inproceedings{BUT192155,
  author="František {Grebeníček}",
  title="Self-Organizing Sparse Distributed Memory as a Predictive Memory",
  booktitle="Nostradamus '99",
  year="1999",
  pages="17--22",
  publisher="unknown",
  address="Zlín",
  isbn="80-214-1424-3",
  url="http://ft3.zlin.vutbr.cz/nostra/PRESENT/PRESENT.HTM"
}
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