Literature DB >> 18452250

Global dynamics of a class of complex valued neural networks.

V Sree Hari Rao1, Garimella Rama Murthy.   

Abstract

In this paper activation dynamics of a complex valued neural network has been studied. Sufficient conditions for global exponential stability of a unique equilibrium are obtained. Our results show that in the serial mode of operation, the network converges to a stable state.

Mesh:

Year:  2008        PMID: 18452250     DOI: 10.1142/S0129065708001476

Source DB:  PubMed          Journal:  Int J Neural Syst        ISSN: 0129-0657            Impact factor:   5.866


  2 in total

1.  Stability analysis of memristor-based fractional-order neural networks with different memductance functions.

Authors:  R Rakkiyappan; G Velmurugan; Jinde Cao
Journal:  Cogn Neurodyn       Date:  2014-10-09       Impact factor: 5.082

2.  Robust stability analysis of impulsive complex-valued neural networks with time delays and parameter uncertainties.

Authors:  Yuanshun Tan; Sanyi Tang; Jin Yang; Zijian Liu
Journal:  J Inequal Appl       Date:  2017-09-11       Impact factor: 2.491

  2 in total

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