Stability and Exponential Synchronization of High-Order Hopfield Neural Networks with Mixed Delays

Synchronization Control of High-Order Inertial Hopfield Neural Network with Time Delay

“…On the exponential synchronization of neural networks, the previous studies [20][21][22][23][24][25][26][27][28][29][30][31] either evaluate the synchronization stability of inertial neural networks or that of high-order neural networks. The inertia item complicates the dynamic features of the neural network, while the high-order term induces bifurcation and chaos.…”

“…Ke and Li [26,27] provided the sufficient conditions for exponential synchronization of inertial neural networks and inertial Cohen-Grossberg neural networks. Brahmi et al [28] explored the exponential synchronization of high-order Hopfield neural networks. Li et al [29] considered the almost automorphic synchronization of quaternion-valued high-order Hopfield neural networks.…”

“…To sum up, the inertia term [21][22][23][24][25][26][27] and high-order term [28] have not been considered simultaneously in the previous research on the exponential synchronization of neural network. To make up for the gap, this paper explores the exponential synchronization of high-order inertial of Hopfield neural networks with time delay.…”

Dynamics and oscillations of models for differential equations with delays

“…Many excellent results about their dynamic characteristics have been obtained in e.g. [2,3,4,7,14,22,24,25]. Clearly, the study of the oscillations and dynamics of such models is an exciting new topic.…”

“…Many excellent results about their dynamic characteristics have been obtained in e.g. [2,3,4,7,14,22,24,25].…”