A new criterion for global robust stability of interval delayed neural networks
Journal of Computational and Applied Mathematics
Existence and Stability of Periodic Solution of Non-autonomous Neural Networks with Delay
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Novel LMI Criteria for Stability of Neural Networks with Distributed Delays
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Stability Criteria with Less Variables for Neural Networks with Time-Varying Delay
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Global Passivity of Stochastic Neural Networks with Time-Varying Delays
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Passivity Analysis of Neural Networks with Time-Varying Delays of Neutral Type
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Stability of Switched Cellular Neural Networks with Flat Fuzzy Feedback Min and Max Templates
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Passivity Analysis of a General Form of Recurrent Neural Network with Multiple Delays
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
IEEE Transactions on Circuits and Systems II: Express Briefs
Delay-dependent globally exponential stability criteria for static neural networks: an LMI approach
IEEE Transactions on Circuits and Systems II: Express Briefs
Resolve redundancy with constraints for obstacle and singularity avoidance subgoals
International Journal of Robotics and Automation
ICNC'09 Proceedings of the 5th international conference on Natural computation
Robust stability analysis for stochastic neural networks with time-varying delay
IEEE Transactions on Neural Networks
An augmented LKF approach involving derivative information of both state and delay
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
A new method for complete stability analysis of cellular neural networks with time delay
IEEE Transactions on Neural Networks
Passivity analysis of neural networks with discrete and distributed delays
International Journal of Systems, Control and Communications
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
New stability criteria for recurrent neural networks with a time-varying delay
International Journal of Automation and Computing
Original Articles: Noise suppress exponential growth for hybrid Hopfield neural networks
Mathematics and Computers in Simulation
| Hi-index | 0.00 |
This paper presents new theoretical results on global exponential stability of recurrent neural networks with bounded activation functions and time-varying delays. The stability conditions depend on external inputs, connection weights, and time delays of recurrent neural networks. Using these results, the global exponential stability of recurrent neural networks can be derived, and the estimated location of the equilibrium point can be obtained. As typical representatives, the Hopfield neural network (HNN) and the cellular neural network (CNN) are examined in detail