Robust synchronization of memristor-based fractional-order Hopfield neural networks with parameter uncertainties
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DOI: 10.1007/s00521-017-3274-3
Abstract: A new dynamic system, the fractional-order Hopfield neural networks with parameter uncertainties based on memristor are investigated in this paper. Through constructing a suitable Lyapunov function and some sufficient conditions are established to realize the… read more here.
Keywords: robust synchronization; fractional order; hopfield neural; order hopfield ... See more keywords
Dynamics and oscillations of generalized high-order Hopfield neural networks with mixed delays
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DOI: 10.1016/j.neucom.2018.01.061
Abstract: Abstract Existence and uniqueness of pseudo almost automorphic solutions for a class of high-order Hopfield neural networks are established by employing a suitable fixed point theorem and differential inequality. Moreover, the attractivity and global exponential… read more here.
Keywords: order hopfield; dynamics oscillations; neural networks; high order ... See more keywords