New results on time scales of pseudo Weyl almost periodic solution of delayed QVSICNNs

被引:29
作者
Arbi, Adnene [1 ,2 ]
Tahri, Najeh [1 ]
机构
[1] Univ Carthage, Tunisia Polytech Sch, Lab Engn Math LR01ES13, Carthage, Tunisia
[2] Univ Carthage, Natl Sch Adv Sci & Technol Borj Cedria, Carthage, Tunisia
关键词
Quaternion-valued shunting inhibitory cellular neural networks; Pseudo Weyl almost periodic; Time space scales; CELLULAR NEURAL-NETWORKS; NEUTRAL-TYPE; VARYING DELAYS; SPACE SCALES; MIXED DELAYS; EQUATIONS; STABILITY;
D O I
10.1007/s40314-022-02003-0
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, the problems of investigation of pseudo Weyl almost periodic solution of quaternion-valued shunting inhibitory model of type cellular neural networks with time-varying delays on time space scales are considered. We first introduce the notion of pseudo Weyl almost periodicity on time scales. Next, using fixed point theorem, the theory of time scales, Holder's inequality and Gronwall's inequality, we give sufficient conditions for the existence and the stability. Finally, we present a numerical application to illustrate the feasibility of our outcomes.
引用
收藏
页数:22
相关论文
共 37 条
[1]   A note on Weyl pseudo almost automorphic functions and their properties [J].
Syed Abbas .
Mathematical Sciences, 2012, 6 (1)
[2]  
[Anonymous], 2001, Dynamic Equations on Time Scales: An Introduction with Applications, DOI DOI 10.1007/978-1-4612-0201-1
[3]   Stability analysis of inertial neural networks: A case of almost anti-periodic environment [J].
Arbi, Adnene ;
Tahri, Najeh .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2022, 45 (16) :10476-10490
[4]   Almost Anti-periodic Solution of Inertial Neural Networks with Leakage and Time-Varying Delays on Timescales [J].
Arbi, Adnene ;
Tahri, Najeh ;
Jammazi, Chaker ;
Huang, Chuangxia ;
Cao, Jinde .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2022, 41 (04) :1940-1956
[5]   Convergence analysis on time scales for HOBAM neural networks in the Stepanov-like weighted pseudo almost automorphic space [J].
Arbi, Adnene ;
Guo, Yingxin ;
Cao, Jinde .
NEURAL COMPUTING & APPLICATIONS, 2021, 33 (08) :3567-3581
[6]   Delta-Differentiable Weighted Pseudo-Almost Automorphicity on Time-Space Scales for a Novel Class of High-Order Competitive Neural Networks with WPAA Coefficients and Mixed Delays [J].
Arbi, Adnene ;
Alsaedi, Ahmed ;
Cao, Jinde .
NEURAL PROCESSING LETTERS, 2018, 47 (01) :203-232
[7]   Dynamics of BAM neural networks with mixed delays and leakage time-varying delays in the weighted pseudo-almost periodic on time-space scales [J].
Arbi, Adnene .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2018, 41 (03) :1230-1255
[8]   Pseudo-Almost Periodic Solution on Time-Space Scales for a Novel Class of Competitive Neutral-Type Neural Networks with Mixed Time-Varying Delays and Leakage Delays [J].
Arbi, Adnene ;
Cao, Jinde .
NEURAL PROCESSING LETTERS, 2017, 46 (02) :719-745
[9]   Weyl almost periodic solutions to abstract linear and semilinear equations with Weyl almost periodic coefficients [J].
Bedouhene, Fazia ;
Ibaouene, Youcef ;
Mellah, Omar ;
de Fitte, Paul Raynaud .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2018, 41 (18) :9546-9566
[10]  
Besicovitch A. S., 1954, ALMOST PERIODIC FUNC