| 摘要: |
| 证明了一类含有时滞的不连续神经网络在非线性干扰下的指数同步.在一个反馈控制器下，得到了指数同步的结果；根据Lyapunov稳定性理论、Filippov解的定义，选取一个适合的Lyapunov函数，得到了一些证明指数同步的充分条件. |
| 关键词: 不连续神经网络 随机同步 时滞 非线性干扰 |
| DOI： |
| 分类号: |
| 基金项目: |
|
| Exponential Synchronization of Delayed Neural Networks withDiscontinuous Activations and Nolinear Perturbations |
|
AI Shuang
|
| Abstract: |
| This paper proves exponential synchronization of delayed neural network with discontinuous activations and nolinear perturbations.Exponential synchronization result is obtained under a state feedback controller.Based on Lyapunov stability property，under the framework of Filippov solution，by using a suitable Lyapunov function，some sufficient conditions of exponential synchronization are obtained. |
| Key words: discontinuous neural network stochastic synchronization time delay nonlinear perturbations. |
