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Ontogenesis in Neural Networks in Lund University Cognitive Studies 24

Pallbo, Robert LU (1993) 24.
Abstract
hen working with a neural network, it is advantageous to let it extract as much information as possible from the environment. We also want the network to perform better at this task. One way of achieving this is to make the perceptions of the network dependent on its current knowledge. This means that the network should be able to find structures in structures or to make categories of categories. This paper is an attempt to accomplish these goals by crafting the units to be feature correlators rather than feature detectors. A central component in the proposed construction is the use of spontaneous (or background) activity of the units as an important influence on the process.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Working Paper
publication status
published
subject
volume
24
pages
9 pages
ISSN
1101-8453
language
English
LU publication?
yes
id
af244495-cb20-4571-99b9-5368039b1cd4 (old id 526530)
alternative location
http://robert.pallbo.se/academic/Papers/Lucs24/Lucs24.pdf
date added to LUP
2007-10-11 13:26:32
date last changed
2016-04-16 06:33:08
@misc{af244495-cb20-4571-99b9-5368039b1cd4,
  abstract     = {hen working with a neural network, it is advantageous to let it extract as much information as possible from the environment. We also want the network to perform better at this task. One way of achieving this is to make the perceptions of the network dependent on its current knowledge. This means that the network should be able to find structures in structures or to make categories of categories. This paper is an attempt to accomplish these goals by crafting the units to be feature correlators rather than feature detectors. A central component in the proposed construction is the use of spontaneous (or background) activity of the units as an important influence on the process.},
  author       = {Pallbo, Robert},
  issn         = {1101-8453},
  language     = {eng},
  note         = {Working Paper},
  pages        = {9},
  title        = {Ontogenesis in Neural Networks in Lund University Cognitive Studies 24},
  volume       = {24},
  year         = {1993},
}