BibTex RIS Kaynak Göster

MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS

Yıl 2003, Cilt: 3 Sayı: 1, 719 - 726, 09.01.2012

A.J.W.M. ten Berg L. Spaanenburg

https://izlik.org/JA87NH46AF

Öz

Modularity and hierarchy are fundamental notions in structured system design. By subdividing a large and unstructured problem into smaller and tractable chunks, design automation becomes possible. In this paper we discuss the use of modularity and hierarchy for functional specialization during the development of neural networks. We study the behavioral differences and requirements for back-propagation training of  feed-forward networks. Further we  illustrate that a deliberate mix of hierarchically imposed evaluation functions will improve network accuracy and learning speed.

Anahtar Kelimeler

-

Yıl 2003, Cilt: 3 Sayı: 1, 719 - 726, 09.01.2012

A.J.W.M. ten Berg L. Spaanenburg

https://izlik.org/JA87NH46AF

Öz

Toplam 0 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Yazarlar

A.J.W.M. ten Berg Bu kişi benim

L. Spaanenburg Bu kişi benim

Yayımlanma Tarihi 9 Ocak 2012
IZ https://izlik.org/JA87NH46AF
Yayımlandığı Sayı Yıl 2003 Cilt: 3 Sayı: 1

Kaynak Göster

APA Berg, A. ten, & Spaanenburg, L. (2012). MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS. IU-Journal of Electrical & Electronics Engineering, 3(1), 719-726. https://izlik.org/JA87NH46AF
AMA 1.Berg A ten, Spaanenburg L. MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS. IU-Journal of Electrical & Electronics Engineering. 2012;3(1):719-726. https://izlik.org/JA87NH46AF
Chicago Berg, A.J.W.M. ten, ve L. Spaanenburg. 2012. “MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS”. IU-Journal of Electrical & Electronics Engineering 3 (1): 719-26. https://izlik.org/JA87NH46AF.
EndNote Berg A ten, Spaanenburg L (01 Ocak 2012) MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS. IU-Journal of Electrical & Electronics Engineering 3 1 719–726.
IEEE [1]A. ten Berg ve L. Spaanenburg, “MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS”, IU-Journal of Electrical & Electronics Engineering, c. 3, sy 1, ss. 719–726, Oca. 2012, [çevrimiçi]. Erişim adresi: https://izlik.org/JA87NH46AF
ISNAD Berg, A.J.W.M. ten - Spaanenburg, L. “MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS”. IU-Journal of Electrical & Electronics Engineering 3/1 (01 Ocak 2012): 719-726. https://izlik.org/JA87NH46AF.
JAMA 1.Berg A ten, Spaanenburg L. MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS. IU-Journal of Electrical & Electronics Engineering. 2012;3:719–726.
MLA Berg, A.J.W.M. ten, ve L. Spaanenburg. “MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS”. IU-Journal of Electrical & Electronics Engineering, c. 3, sy 1, Ocak 2012, ss. 719-26, https://izlik.org/JA87NH46AF.
Vancouver 1.Berg A ten, Spaanenburg L. MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS. IU-Journal of Electrical & Electronics Engineering [Internet]. 01 Ocak 2012;3(1):719-26. Erişim adresi: https://izlik.org/JA87NH46AF