Abstract
In this paper, the prescribed performance synchronization problem is addressed for a class of neural networks with impulsive effects. According to the prescribed performance control principle and the Lyapunov’s second stability theorem, a preset performance control protocol is designed. For neural networks with impulsive effects, the proposed control scheme can not only guarantee the steady-state performance of synchronization errors, but also ensure the transient performance of the synchronization process. This improves the performance of the neural networks effectively. Finally, a numerical simulation is given to illustrate the effectiveness and feasibility of the proposed control scheme.
| Original language | English |
|---|---|
| Pages (from-to) | 12587-12593 |
| Number of pages | 7 |
| Journal | Soft Computing |
| Volume | 27 |
| Issue number | 17 |
| DOIs | |
| State | Published - Sep 2023 |
Keywords
- Impulsive effects
- Neural networks
- Prescribed performance
- Synchronization