Stabilization control of generalized type neural networks with piecewise constant argument

作者：Wan, Liguang; Wu, Ailong^*

来源：Journal of Nonlinear Sciences and Applications, 2016, 9(6): 3580-3599.

DOI：10.22436/jnsa.009.06.12

• Generalized type systems
• neural networks
• state stabilization
• output stabilization

The generalized type neural networks have always been a hotspot of research in recent years. This paper concerns the stabilization control of generalized type neural networks with piecewise constant argument. Through three types of stabilization control rules (single state stabilization control rule, multiple state stabilization control rule and output stabilization control rule), together with the estimate of the state vector with piecewise constant argument, several succinct criteria of stabilization are derived. The obtained results improve and extend some existing results. Two numerical examples are proposed to substantiate the effectiveness of the theoretical results.

• 出版日期2016
• 单位湖北师范大学