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Description
  • The article presents a model of neuron that is able to find its homeostatic position during the process of learning. The learning phase is autonomous; there is no teacher or superior structure. The basic idea is that the neuron is maximizing its importance for other neuons. The neuron is able to change its parameters in a way that increases its weight for the whole network. Basic theory and results of some tests are described.
  • The article presents a model of neuron that is able to find its homeostatic position during the process of learning. The learning phase is autonomous; there is no teacher or superior structure. The basic idea is that the neuron is maximizing its importance for other neuons. The neuron is able to change its parameters in a way that increases its weight for the whole network. Basic theory and results of some tests are described. (en)
Title
  • Artificial neuron with homeostatic learning
  • Artificial neuron with homeostatic learning (en)
skos:prefLabel
  • Artificial neuron with homeostatic learning
  • Artificial neuron with homeostatic learning (en)
skos:notation
  • RIV/68407700:21260/10:00170683!RIV11-MSM-21260___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 247795
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21260/10:00170683
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • artificial neuron; homeostasis; learning; artificial neural network; brain functions (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CE83C861EB00]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • 16th International Conference on Soft Computing 2010
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Růžek, Martin
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1803-3814
number of pages
http://purl.org/ne...btex#hasPublisher
  • University of Technology
https://schema.org/isbn
  • 978-80-214-4120-0
http://localhost/t...ganizacniJednotka
  • 21260
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