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Statements

Subject Item
n2:RIV%2F68407700%3A21260%2F10%3A00170681%21RIV11-MSM-21260___
rdf:type
n18:Vysledek skos:Concept
dcterms:description
The article presents a way how to use the idea of homeostasis in the design of artificial neuron. The artificial neurons were inspired by biological neurons. One of the basic properties of the living cells is the homeostasis. This concept can be generalized and used in the context of neural networks as an computational homeostat. The article presents a basic theoretical principles of homeostatic neuron, its practical implementation in a programming language and the results of the tests. The article presents a way how to use the idea of homeostasis in the design of artificial neuron. The artificial neurons were inspired by biological neurons. One of the basic properties of the living cells is the homeostasis. This concept can be generalized and used in the context of neural networks as an computational homeostat. The article presents a basic theoretical principles of homeostatic neuron, its practical implementation in a programming language and the results of the tests.
dcterms:title
Model of homeostatic artificial neuron Model of homeostatic artificial neuron
skos:prefLabel
Model of homeostatic artificial neuron Model of homeostatic artificial neuron
skos:notation
RIV/68407700:21260/10:00170681!RIV11-MSM-21260___
n3:aktivita
n14:S
n3:aktivity
S
n3:dodaniDat
n10:2011
n3:domaciTvurceVysledku
n4:4949935 n4:2928523
n3:druhVysledku
n6:D
n3:duvernostUdaju
n12:S
n3:entitaPredkladatele
n17:predkladatel
n3:idSjednocenehoVysledku
271795
n3:idVysledku
RIV/68407700:21260/10:00170681
n3:jazykVysledku
n16:eng
n3:klicovaSlova
artificial neuron; homeostasis; learning; artificial neural network
n3:klicoveSlovo
n9:artificial%20neuron n9:learning n9:homeostasis n9:artificial%20neural%20network
n3:kontrolniKodProRIV
[D25C5B7A2E0D]
n3:mistoKonaniAkce
Iasi
n3:mistoVydani
Athens
n3:nazevZdroje
Recent advances in Neural Networks, Fuzzy Systems & Evolutionary Computing
n3:obor
n15:BD
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:rokUplatneniVysledku
n10:2010
n3:tvurceVysledku
Růžek, Martin Brandejský, Tomáš
n3:typAkce
n20:WRD
n3:zahajeniAkce
2010-06-13+02:00
s:issn
1790-5109
s:numberOfPages
44
n19:hasPublisher
WSEAS
n13:isbn
978-960-474-195-3
n5:organizacniJednotka
21260