Extended Dissipative Analysis for Neural Networks With Time-Varying Delays
Top Cited Papers
- 1 October 2014
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Neural Networks and Learning Systems
- Vol. 25 (10), 1936-1941
- https://doi.org/10.1109/tnnls.2013.2296514
Abstract
In this brief, an extended dissipativity analysis was conducted for a neural network with time-varying delays. The concept of the extended dissipativity can be used to solve for the H∞, L2-L∞, passive, and dissipative performance by adjusting the weighting matrices in a new performance index. In addition, the activation function dividing method is modified by introducing a tuning parameter. Examples are provided to show the effectiveness and less conservatism of the proposed method.Keywords
Funding Information
- Basic Science Research Program through the National Research Foundation of Korea funded by the Ministry of Education (2013R1A1A2A10005201)
This publication has 14 references indexed in Scilit:
- Dissipativity Analysis for Discrete-Time Stochastic Neural Networks With Time-Varying DelaysIEEE Transactions on Neural Networks and Learning Systems, 2013
- Stability for Neural Networks With Time-Varying Delays via Some New ApproachesIEEE Transactions on Neural Networks and Learning Systems, 2012
- On exponential stability analysis for neural networks with time-varying delays and general activation functionsCommunications in Nonlinear Science and Numerical Simulation, 2012
- Improved delay-dependent stability criterion for neural networks with time-varying delayApplied Mathematics and Computation, 2011
- Reciprocally convex approach to stability of systems with time-varying delaysAutomatica, 2010
- Robust ℋ∞ stabilisation of networked control systems with packet analyserIET Control Theory & Applications, 2010
- Passivity Analysis of Neural Networks With Time-Varying DelaysIEEE Transactions on Circuits and Systems II: Express Briefs, 2009
- Improved delay-dependent stability criterion for neural networks with time-varying delaysPhysics Letters A, 2009
- An integral inequality in the stability problem of time-delay systemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Linear Matrix Inequalities in System and Control TheoryPublished by Society for Industrial & Applied Mathematics (SIAM) ,1994