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Zbl 1187.34098
Guo, Zhenyuan; Huang, Lihong
LMI conditions for global robust stability of delayed neural networks with discontinuous neuron activations. (English)
[J] Appl. Math. Comput. 215, No. 3, 889-900 (2009). ISSN 0096-3003

By the generalized Lyapunov method and linear matrix inequality technique, the global robust stability of delayed neural networks with discontinuous and not necessarily bounded neuron activations is investigated. Two examples are presented to illustrate the effectiveness of the obtained results.
[Chuanzhi Bai (Huaian)]
MSC 2000:
*34K20 Stability theory of functional-differential equations
92B20 General theory of neural networks

Keywords: delayed neural networks; global robust stablility; discontinuous neuron activations

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