<abstract xmlns="http://www.w3.org/1999/xhtml"><p> This paper investigates the global exponential synchronization and quasi-synchronization of inertial memristive neural networks with time-varying delays. By using a variable transmission, the original second-order system can be transformed into first-order differential system. Then, two types of drive-response systems of inertial memristive neural networks are studied, one is the system with parameter mismatch, the other is the system with matched parameters. By constructing Lyapunov functional and designing feedback controllers, several sufficient conditions are derived respectively for the synchronization of these two types of drive-response systems. Finally, corresponding simulation results are given to show the effectiveness of the proposed method derived in this paper.</p></abstract>

This paper investigates the global exponential synchronization and quasi-synchronization of inertial memristive neural networks with time-varying delays. By using a variable transmission, the original second-order system can be transformed into first-order differential system. Then, two types of drive-response systems of inertial memristive neural networks are studied, one is the system with parameter mismatch, the other is the system with matched parameters. By constructing Lyapunov functional and designing feedback controllers, several sufficient conditions are derived respectively for the synchronization of these two types of drive-response systems. Finally, corresponding simulation results are given to show the effectiveness of the proposed method derived in this paper.

Synchronization Analysis of Inertial Memristive Neural Networks with Time-Varying Delays

Journal of Artificial Intelligence and Soft Computing Research

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

This paper investigates the global exponential synchronization and quasi-synchronization of inertial memristive neural networks with time-varying delays. By...

Synchronization Analysis of Inertial Memristive Neural Networks with Time-Varying Delays

Data publikacji: 17 maj 2018

Zakres stron: 269 - 282

Otrzymano: 15 sty 2018

Przyjęty: 05 mar 2018

DOI: https://doi.org/10.1515/jaiscr-2018-0017

Słowa kluczowe
inertial, memristive, neural networks, synchronization

© 2018

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Synchronization Analysis of Inertial Memristive Neural Networks with Time-Varying Delays

Data publikacji: 17 maj 2018

Zakres stron: 269 - 282

Otrzymano: 15 sty 2018

Przyjęty: 05 mar 2018

DOI: https://doi.org/10.1515/jaiscr-2018-0017

Słowa kluczoweinertial, memristive, neural networks, synchronization

© 2018

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Słowa kluczowe
inertial, memristive, neural networks, synchronization