Optimal quasi-synchronization of fractional-order memristive neural networks with PSOA
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04488-z
Abstract: In this paper, optimal quasi-synchronization problem for fractional-order memristive delayed neural networks (FMDNNs) is investigated. The model of FMDNNs is transformed into systems with interval parameters. To guarantee quasi-synchronization, a general fractional-order inequalities and aperiodically… read more here.
Keywords: optimal quasi; order memristive; quasi synchronization; fractional order ... See more keywords
Fixed-time synchronization of fractional order memristive MAM neural networks by sliding mode control
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.03.043
Abstract: Abstract In this paper, we first established the fractional order memristive multidirectional associative memory neural networks (FMMAMNNs) model, and then considered its fixed-time synchronization control problem. On the basis of sliding model control and Lyapunov… read more here.
Keywords: order memristive; order; control; fractional order ... See more keywords
Global Mittag-Leffler Stabilization of Fractional-Order Memristive Neural Networks.
Sign Up to like & getrecommendations! Published in 2017 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2015.2506738
Abstract: According to conventional memristive neural network theories, neurodynamic properties are powerful tools for solving many problems in the areas of brain-like associative learning, dynamic information storage or retrieval, etc. However, as have often been noted… read more here.
Keywords: order memristive; order; stabilization; neural networks ... See more keywords
Hidden Dynamics and Hybrid Synchronization of Fractional-Order Memristive Systems
Sign Up to like & getrecommendations! Published in 2022 at "Axioms"
DOI: 10.3390/axioms11110645
Abstract: A fractional-order memristive system without equilibrium is addressed. Hidden attractors in the proposed system are discussed and the coexistence of a hidden attractor is found. Via theoretical analysis, the hybrid synchronization of the proposed system… read more here.
Keywords: hidden dynamics; order memristive; hybrid synchronization; fractional order ... See more keywords