Modified restricted Coulomb energy neural network

T. Olmez; E. Yazgan; O. K. Ersoy

doi:10.1049/el:19931307

Modified restricted Coulomb energy neural network

T. Olmez
, E. Yazgan
, O. K. Ersoy

Elektronik ve Hab.Müh.Bölümü

Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

7 Atıf (Scopus)

Özet

A modified RCE network is presented. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance.The optimisation is carried out with the genetic algorithm.

Orijinal dil	İngilizce
Sayfa (başlangıç-bitiş)	1963-1965
Sayfa sayısı	3
Dergi	Electronics Letters
Hacim	29
Basın numarası	22
DOI'lar	https://doi.org/10.1049/el:19931307
Yayın durumu	Yayınlandı - Eki 1993

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10.1049/el:19931307

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Link to publication in Scopus

Alıntı Yap

@article{9e56009a65a0417391b4a9513dfd9697,

title = "Modified restricted Coulomb energy neural network",

abstract = "A modified RCE network is presented. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance.The optimisation is carried out with the genetic algorithm.",

keywords = "Neural networks, Optimisation, Pattern recognition",

author = "T. Olmez and E. Yazgan and Ersoy, \{O. K.\}",

year = "1993",

month = oct,

doi = "10.1049/el:19931307",

language = "English",

volume = "29",

pages = "1963--1965",

journal = "Electronics Letters",

issn = "0013-5194",

publisher = "John Wiley \& Sons Inc.",

number = "22",

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TY - JOUR

T1 - Modified restricted Coulomb energy neural network

AU - Olmez, T.

AU - Yazgan, E.

AU - Ersoy, O. K.

PY - 1993/10

Y1 - 1993/10

N2 - A modified RCE network is presented. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance.The optimisation is carried out with the genetic algorithm.

AB - A modified RCE network is presented. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance.The optimisation is carried out with the genetic algorithm.

KW - Neural networks

KW - Optimisation

KW - Pattern recognition

UR - https://www.scopus.com/pages/publications/0027682243

U2 - 10.1049/el:19931307

DO - 10.1049/el:19931307

M3 - Article

AN - SCOPUS:0027682243

SN - 0013-5194

VL - 29

SP - 1963

EP - 1965

JO - Electronics Letters

JF - Electronics Letters

IS - 22

ER -

Modified restricted Coulomb energy neural network

Özet

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