Abstract:
This thesis investigates the finite time synchronization and fixed time synchronization
of shunting inhibitory memristive neural networks with time-varying delays via
sliding mode control. First, a new terminal sliding mode surface is designed and its
reachability is analysed. Then, a unique sliding mode controller is constructed suitable
for both the finite time and fixed time synchronization and its stability analysis is
done by using Lyapunov functionals. Finally, numerical examples with the estimated
settling times are provided to show the effectiveness of our results