Novel Conditions for Robust Stability of Bidirectional Associative Memory Neural Networks with Multiple Time Delays

Eylem Yucel

Makale detayları

Novel Conditions for Robust Stability of Bidirectional Associative Memory Neural Networks with Multiple Time Delays

Yazarlar:

Eylem Yucel

Yayıncı:

İstanbul University-Cerrahpasa

Ana Başlıklar:

Uygulamalı fizik

Dergi:

IU-Journal of Electrical & Electronics Engineering 2017 Vol.17 Issue 1, pp.3227-3238

Belge Tipi:

Makale

Yayın Tarihi:

3/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000777895

Sıklık:

İki Yıllık

eISSN:

2619-9831

Özet:

 

This paper deals with the problem of robust stability of the class of bidirectional associative memory (BAM) neural networks with multiple time delays. Several new sufficient conditions that imply the existence, uniqueness and global robust stability of the equilibrium point for the class of BAM neural networks are obatined by the use of the proper Lyapunov functionals and exploiting the norm properties of the interval matrices. The derived results basically depend on the system parameters of neural network model and they are independent of the time delays. We also give some numerical examples to show the applicability and novelty of the results, and compare the results with the corresponding robust stability results derived in the previous literature.

Makale detayları

Novel Conditions for Robust Stability of Bidirectional Associative Memory Neural Networks with Multiple Time Delays

Yazarlar: Eylem Yucel

Yayıncı: İstanbul University-Cerrahpasa

Ana Başlıklar: Uygulamalı fizik

Dergi: IU-Journal of Electrical & Electronics Engineering 2017 Vol.17 Issue 1, pp.3227-3238

Belge Tipi: Makale

Yayın Tarihi: 3/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000777895

Sıklık: İki Yıllık

eISSN: 2619-9831

Sayı

Yazarlar:

Eylem Yucel

Yayıncı:

İstanbul University-Cerrahpasa

Ana Başlıklar:

Uygulamalı fizik

Dergi:

IU-Journal of Electrical & Electronics Engineering 2017 Vol.17 Issue 1, pp.3227-3238

Belge Tipi:

Makale

Yayın Tarihi:

3/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000777895

Sıklık:

İki Yıllık

eISSN:

2619-9831