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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,… Click to show full 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 stability of the pseudo almost automorphic solution are also considered for the system. Two Numerical examples with graphical illustrations are given to illuminate our main results.
Keywords:
order hopfield;
dynamics oscillations;
neural networks;
high order;
hopfield neural
Journal Title: Neurocomputing
Year Published: 2018
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Journal Title: Neurocomputing
Year Published: 2018
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!