Abstract
A multi-weighted coupled neural networks (MWCNNs) model with event-triggered communication is studied here. On the one hand, the passivity of the presented network model is studied by utilising Lyapunov stability theory and some inequality techniques, and a synchronisation criterion based on the obtained output-strict passivity condition of MWCNNs with eventtriggered communication is derived. On the other hand, some robust passivity and robust synchronisation criteria based on output-strict passivity of the proposed network with uncertain parameters are presented. At last, two numerical examples are provided to testify the effectiveness of the output-strict passivity and robust synchronisation results.
Original language | English |
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Pages (from-to) | 1228-1239 |
Number of pages | 12 |
Journal | IET Control Theory and Applications |
Volume | 14 |
Issue number | 9 |
Early online date | 30 Jan 2020 |
DOIs | |
Publication status | Published - 11 Jun 2020 |
Keywords
- multi-weighted coupled neural networks
- event-triggered communication
- passivity