NEURAL PROCESSING LETTERS, 2022 (SCI-Expanded)
Article / Article
NEURAL PROCESSING LETTERS
Science Citation Index Expanded (SCI-EXPANDED), Scopus, PASCAL, Applied Science & Technology Source, Compendex, Computer & Applied Sciences, Information Science and Technology Abstracts, INSPEC, zbMATH, DIALNET
Global exponential stability, Quaternion-valued recurrent neural networks, Weighted pseudo-almost-automorphic, RECURRENT NEURAL-NETWORKS, GLOBAL EXPONENTIAL STABILITY, NICHOLSONS BLOWFLIES MODEL, PERIODIC-SOLUTIONS, HIGH-ORDER, DYNAMICS, SICNNS
Van Yüzüncü Yıl University Affiliated:
This work deals with a nonlinear differential equation for a quaternion-valued recurrent neural network. By using the contraction mapping principle and some differential inequalities, we directly studied the existence and the global exponential stability of weighted pseudo-almost automorphic solution for this class of quaternion-valued neural networks. Here, methods were applied without a real or a complex decomposition of the equation system. In addition, an application verifying our results and its numerical simulation was given. The generated results about the weighted pseudo-almost automorphic solution of the considered model are new.