| Literature DB >> 24325932 |
Jiejie Chen1, Zhigang Zeng2, Ping Jiang3.
Abstract
The present paper introduces memristor-based fractional-order neural networks. The conditions on the global Mittag-Leffler stability and synchronization are established by using Lyapunov method for these networks. The analysis in the paper employs results from the theory of fractional-order differential equations with discontinuous right-hand sides. The obtained results extend and improve some previous works on conventional memristor-based recurrent neural networks. CrownKeywords: Filippov’s solution; Fractional-order; Global Mittag-Leffler stability; Memristor-based neural networks; Synchronization
Mesh:
Year: 2013 PMID: 24325932 DOI: 10.1016/j.neunet.2013.11.016
Source DB: PubMed Journal: Neural Netw ISSN: 0893-6080