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Robustness Analysis of Global Exponential Stability of Recurrent Neural Networks in the Presence of Time Delays and Random Disturbances

โœ Scribed by Yi Shen; Jun Wang

Book ID
114661546
Publisher
Institute of Electrical and Electronics Engineers
Year
2012
Tongue
English
Weight
384 KB
Volume
23
Category
Article
ISSN
2162-237X

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This paper presents new theoretical results on the global exponential stability of recurrent neural networks with bounded activation functions and bounded time-varying delays in the presence of strong external stimuli. It is shown that the Cohen-Grossberg neural network is globally exponentially sta