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| SCALE-TYPE STABILITY FOR NEURAL NETWORKS WITH UNBOUNDED TIME-VARYING DELAYS |
| Liangbo Chen,Zhenkun Huang |
| (School of Science, Jimei University, Fujian 361021, PR China) |
| DOI： |
| Abstract: |
| This paper studies scale-type stability for neural networks with unbounded time-varying delays and Lipschitz continuous activation functions. Several sufficient conditions for the global exponential stability and global asymptotic stability of such neural networks on time scales are derived. The new results can extend the existing relevant stability results in the previous literatures to cover some general neural networks. |
| Key words: global asymptotic stability; global exponential stability; neural networks; on time scales |