Publication result detail

Self-Organized Sparse Distributed Memory -- an Application

GREBENÍČEK, F.

Original Title

Self-Organized Sparse Distributed Memory -- an Application

English Title

Self-Organized Sparse Distributed Memory -- an Application

Type

Paper in proceedings outside WoS and Scopus

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

GREBENÍČEK, F.

Released

01.01.1999

Publisher

Marq software s.r.o.

Location

Krnov

ISBN

80-85988-41-0

Book

ASIS '99

Pages from

39

Pages to

44

Pages count

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/"
}