Global exponential stability of non-autonomous delayed neural networks is discussed. A new sufficient condition ensuring the exponential stability for this type of neural networks by constructing a new suitable Lyapunov functionals. Since the condition does not impose boundedness on activation functions, it is less restrictive than some established in the earlier literature.
Weitere Kapitel dieses Buchs durch Wischen aufrufen
- Global Exponential Stability of Non-autonomous Delayed Neural Networks
- Springer Berlin Heidelberg