Analytical approach based on information theory for neural network architecture

Serhat Seker

Analytical approach based on information theory for neural network architecture

Serhat Seker^*

^*Bu çalışma için yazışmadan sorumlu yazar

Elektrik Mühendisliği Bölümü

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

3 Atıf (Scopus)

Özet

In this study on the neural network architecture following its training period, with only one hidden layer and some constraints, the number of hidden nodes have been calculated by using the concepts of mean information quantity which was defined as an entropy and also, the importance of sigmoid function has been emphasized as the necessary condition of analytical approach used.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Proceedings of the International Joint Conference on Neural Networks
Yayınlayan	Publ by IEEE
Sayfalar	309-312
Sayfa sayısı	4
ISBN (Basılı)	0780314212, 9780780314214
Yayın durumu	Yayınlandı - 1993
Etkinlik	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) - Nagoya, Jpn Süre: 25 Eki 1993 → 29 Eki 1993

Yayın serisi

Adı	Proceedings of the International Joint Conference on Neural Networks
Hacim	1

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???event.eventtypes.event.conference???	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)
Şehir	Nagoya, Jpn
Periyot	25/10/93 → 29/10/93

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@inproceedings{376b32232f7a49c9b4e46d24dc075e98,

title = "Analytical approach based on information theory for neural network architecture",

abstract = "In this study on the neural network architecture following its training period, with only one hidden layer and some constraints, the number of hidden nodes have been calculated by using the concepts of mean information quantity which was defined as an entropy and also, the importance of sigmoid function has been emphasized as the necessary condition of analytical approach used.",

author = "Serhat Seker",

year = "1993",

language = "English",

isbn = "0780314212",

series = "Proceedings of the International Joint Conference on Neural Networks",

publisher = "Publ by IEEE",

pages = "309--312",

booktitle = "Proceedings of the International Joint Conference on Neural Networks",

note = "Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) ; Conference date: 25-10-1993 Through 29-10-1993",

}

Seker, S 1993, Analytical approach based on information theory for neural network architecture. in Proceedings of the International Joint Conference on Neural Networks. Proceedings of the International Joint Conference on Neural Networks, hac. 1, Publ by IEEE, pp. 309-312, Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3), Nagoya, Jpn, 25/10/93.

Analytical approach based on information theory for neural network architecture. / Seker, Serhat.
Proceedings of the International Joint Conference on Neural Networks. Publ by IEEE, 1993. p. 309-312 (Proceedings of the International Joint Conference on Neural Networks; Hac. 1).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Analytical approach based on information theory for neural network architecture

AU - Seker, Serhat

PY - 1993

Y1 - 1993

N2 - In this study on the neural network architecture following its training period, with only one hidden layer and some constraints, the number of hidden nodes have been calculated by using the concepts of mean information quantity which was defined as an entropy and also, the importance of sigmoid function has been emphasized as the necessary condition of analytical approach used.

AB - In this study on the neural network architecture following its training period, with only one hidden layer and some constraints, the number of hidden nodes have been calculated by using the concepts of mean information quantity which was defined as an entropy and also, the importance of sigmoid function has been emphasized as the necessary condition of analytical approach used.

UR - https://www.scopus.com/pages/publications/0027813422

M3 - Conference contribution

AN - SCOPUS:0027813422

SN - 0780314212

SN - 9780780314214

T3 - Proceedings of the International Joint Conference on Neural Networks

SP - 309

EP - 312

BT - Proceedings of the International Joint Conference on Neural Networks

PB - Publ by IEEE

T2 - Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)

Y2 - 25 October 1993 through 29 October 1993

ER -

Analytical approach based on information theory for neural network architecture

Özet

Yayın serisi

???event.eventtypes.event.conference???

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap