Finite-Time Passivity of Coupled Neural Networks with Multiple Weights

abstract

• 2013 IEEE. This paper respectively studies finite-time passivity of multi-weighted coupled neural networks (MWCNNs) with and without coupling delays. First, based on those existing passivity definitions, several new concepts about finite-time passivity are presented. By exploiting these definitions of finite-time passivity and designing appropriate controllers, we investigate the passivity of MWCNNs with and without coupling delays. In addition, some sufficient conditions to guarantee finite-time synchronization of MWCNNs with constant and delayed couplings are obtained under the condition that the MWCNNs is finite-time passive. Finally, two examples are also given to verify the proposed finite-time passivity and synchronization criteria.

authors

• Huang, Tingwen

published proceedings

• IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

author list (cited authors)

• Wang, J., Xu, M., Wu, H., & Huang, T.

citation count

• 69

complete list of authors

• Wang, Jin-Liang||Xu, Meng||Wu, Huai-Ning||Huang, Tingwen

publication date

• July 2018

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• IEEE Transactions on Network Science and Engineering  Journal

keywords

• Coupled Neural Networks
• Finite-time Passivity
• Finite-time Synchronization
• Multiple Weights

Digital Object Identifier (DOI)

• 10.1109/TNSE.2017.2746759

start page

• 184

end page

• 197

volume

• 5

issue

• 3

URL

• http://dx.doi.org/10.1109/tnse.2017.2746759