Sampled-data synchronization control for chaotic neural networks subject to actuator saturation

• Published in: Neurocomputing (Amsterdam) Vol. 260; pp. 25 - 31
• Main Authors: Zeng, Hong-Bing, Teo, Kok Lay, He, Yong, Xu, Honglei, Wang, Wei
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 18.10.2017
• Subjects: Actuator saturation; Neural networks; Regional synchronization; Sampled-data control; Sampled-data control; Regional synchronization; Neural networks; Actuator saturation

In this paper, the sampled-data control is applied to synchronize chaotic neural networks subject to actuator saturation. By employing a time-dependent Lyapunov functional that captures the characteristic information of actual sampling pattern, we derive a local stability condition for the synchroni...