4.5 Article

Global Exponential Stability of Inertial Cohen-Grossberg Neural Networks with Time-Varying Delays via Feedback and Adaptive Control Schemes: Non-reduction Order Approach

Related references

Note: Only part of the references are listed.
Article Automation & Control Systems

New results on global stability analysis of discontinuous Cohen-Grossberg neural networks of neutral-type hi Hale's form

Fanchao Kong et al.

Summary: This paper investigates the global asymptotic stability of equilibrium point for the discontinuous Cohen-Grossberg neural networks of neutral-type in Hale's form. New delay independent sufficient conditions are derived, extending previous related research and eliminating the need for essential conditions.

INTERNATIONAL JOURNAL OF CONTROL (2022)

Article Computer Science, Artificial Intelligence

Synchronization of Quaternion Valued Neural Networks with Mixed Time Delays Using Lyapunov Function Method

Sunny Singh et al.

Summary: This article addresses the fixed time synchronization of a class of Quaternion valued neural networks by separating them into equivalent real valued neural networks and designing a suitable controller. Stability definitions of finite time and fixed time are proposed, and two different expressions of settling time are obtained. The theoretical results are validated through numerical simulation on a specific example.

NEURAL PROCESSING LETTERS (2022)

Article Computer Science, Theory & Methods

Finite-time and fixed-time synchronization control of discontinuous fuzzy Cohen-Grossberg neural networks with uncertain external perturbations and mixed time delays

Fanchao Kong et al.

Summary: This paper investigates synchronization control of discontinuous fuzzy neural networks with uncertain external perturbations and mixed time delays. It proposes a simple switching adaptive control for finite-time synchronization and a novel state-feedback controller for fixed-time synchronization criteria. The theoretical results are more generalized and inclusive compared to previous works. Several simulation examples are provided to verify the correctness and advantages of the main results.

FUZZY SETS AND SYSTEMS (2021)

Article Mathematics, Interdisciplinary Applications

New criteria on periodicity and stabilization of discontinuous uncertain inertial Cohen-Grossberg neural networks with proportional delays

Fanchao Kong et al.

Summary: This paper focuses on the periodicity and stabilization of a class of discontinuous uncertain inertial Cohen-Grossberg neural networks with proportional delays. New proportional delay-dependent criteria are obtained, and the zero solution can achieve fixed-time stabilization. The correctness of the established results is demonstrated through numerical examples and illustrative simulations.

CHAOS SOLITONS & FRACTALS (2021)

Article Mathematics, Applied

Finite-time stabilization of discontinuous fuzzy inertial Cohen-Grossberg neural networks with mixed time-varying delays

Fanchao Kong et al.

Summary: This article studies a class of discontinuous fuzzy inertial Cohen-Grossberg neural networks with discrete and distributed time-delays, and verifies the established results through numerical examples.

NONLINEAR ANALYSIS-MODELLING AND CONTROL (2021)

Article Automation & Control Systems

Exponential synchronization for inertial coupled neural networks under directed topology via pinning impulsive control

Shanshan Chen et al.

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS (2020)

Article Computer Science, Artificial Intelligence

Global exponential stabilization and lag synchronization control of inertial neural networks with time delays

Jichen Shi et al.

NEURAL NETWORKS (2020)

Article Computer Science, Artificial Intelligence

Asymptotic Stability and Polynomial Stability of Impulsive Cohen-Grossberg Neural Networks with Multi-proportional Delays

Liqun Zhou et al.

NEURAL PROCESSING LETTERS (2020)

Article Computer Science, Artificial Intelligence

Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order

Guodong Zhang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Automation & Control Systems

Global dissipativity of fuzzy cellular neural networks with inertial term and proportional delays

Chaouki Aouiti et al.

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE (2020)

Article Automation & Control Systems

New Criteria on Global Stabilization of Delayed Memristive Neural Networks With Inertial Item

Guodong Zhang et al.

IEEE TRANSACTIONS ON CYBERNETICS (2020)

Article Computer Science, Interdisciplinary Applications

Stability analysis for BAM quaternion-valued inertial neural networks with time delay via nonlinear measure approach

Jin Liu et al.

MATHEMATICS AND COMPUTERS IN SIMULATION (2020)

Article Multidisciplinary Sciences

Fixed-time synchronization of quaternion-valued neural networks with time-varying delay

Umesh Kumar et al.

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2020)

Article Computer Science, Artificial Intelligence

Global Exponential Synchronization of Memristive Competitive Neural Networks with Time-Varying Delay via Nonlinear Control

Shuqing Gong et al.

NEURAL PROCESSING LETTERS (2019)

Article Automation & Control Systems

Exponential synchronization in inertial Cohen-Grossberg neural networks with time delays

Ke Liang et al.

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS (2019)

Article Computer Science, Interdisciplinary Applications

Global exponential convergence for impulsive inertial complex-valued neural networks with time-varying delays

Qian Tang et al.

MATHEMATICS AND COMPUTERS IN SIMULATION (2019)

Article Computer Science, Artificial Intelligence

New studies on dynamic analysis of inertial neural networks involving non-reduced order method

Chuangxia Huang et al.

NEUROCOMPUTING (2019)

Article Mathematical & Computational Biology

Periodicity of non-autonomous inertial neural networks involving proportional delays and non-reduced order method

Chuangxia Huang et al.

INTERNATIONAL JOURNAL OF BIOMATHEMATICS (2019)

Article Automation & Control Systems

Passivity analysis of memristor-based impulsive inertial neural networks with time-varying delays

Peng Wan et al.

ISA TRANSACTIONS (2018)

Article Computer Science, Artificial Intelligence

Stability analysis of inertial Cohen-Grossberg neural networks with Markovian jumping parameters

Qun Huang et al.

NEUROCOMPUTING (2018)

Article Computer Science, Artificial Intelligence

Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication

Shanmugam Lakshmanan et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Some new results on stability and synchronization for delayed inertial neural networks based on non-reduced order method

Xuanying Li et al.

NEURAL NETWORKS (2017)

Article Computer Science, Artificial Intelligence

Asymptotic Stability of Cohen-Grossberg BAM Neutral Type Neural Networks with Distributed Time Varying Delays

M. Syed Ali et al.

NEURAL PROCESSING LETTERS (2017)

Article Computer Science, Artificial Intelligence

Global convergence analysis of impulsive inertial neural networks with time-varying delays

Peng Wan et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Synchronization of Markovian jumping inertial neural networks and its applications in image encryption

M. Prakash et al.

NEURAL NETWORKS (2016)

Article Computer Science, Artificial Intelligence

Synchronization and periodicity of coupled inertial memristive neural networks with supremums

R. Rakkiyappan et al.

NEUROCOMPUTING (2016)

Article Mathematics, Interdisciplinary Applications

Multitype Activity Coexistence in an Inertial Two-Neuron System with Multiple Delays

Zigen Song et al.

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (2015)

Article Computer Science, Interdisciplinary Applications

Global Lagrange stability for neutral-type Cohen-Grossberg BAM neural networks with mixed time-varying delays

Jigui Jian et al.

MATHEMATICS AND COMPUTERS IN SIMULATION (2015)

Article Computer Science, Artificial Intelligence

Global exponential stability via inequality technique for inertial BAM neural networks with time delays

Zhengqiu Zhang et al.

NEUROCOMPUTING (2015)

Article Computer Science, Artificial Intelligence

New global exponential stability conditions for inertial Cohen-Grossberg neural networks with time delays

Shenghua Yu et al.

NEUROCOMPUTING (2015)

Article Neurosciences

Pinning synchronization of coupled inertial delayed neural networks

Jianqiang Hu et al.

COGNITIVE NEURODYNAMICS (2015)

Article Mathematics, Applied

Exponential Stability of Periodic Solutions for Inertial Type BAM Cohen-Grossberg Neural Networks

Chunfang Miao et al.

ABSTRACT AND APPLIED ANALYSIS (2014)

Article Mathematics, Applied

Convergence analysis for second-order interval Cohen-Grossberg neural networks

Sitian Qin et al.

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION (2014)

Article Computer Science, Artificial Intelligence

Delay-Dependent Robust Exponential Stability of Impulsive Markovian Jumping Reaction-Diffusion Cohen-Grossberg Neural Networks

Yonggui Kao et al.

NEURAL PROCESSING LETTERS (2013)

Article Computer Science, Artificial Intelligence

Stability analysis of inertial Cohen-Grossberg-type neural networks with time delays

Yunquan Ke et al.

NEUROCOMPUTING (2013)

Article Computer Science, Artificial Intelligence

WEAK RESONANT DOUBLE HOPF BIFURCATIONS IN AN INERTIAL FOUR-NEURON MODEL WITH TIME DELAY

Juhong Ge et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2012)

Article Mathematics, Applied

Boundedness and stability for Cohen-Grossberg neural network with time-varying delays

J Cao et al.

JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS (2004)

Article Physics, Condensed Matter

Hopf bifurcation and chaos in a single inertial neuron model with time delay

CG Li et al.

EUROPEAN PHYSICAL JOURNAL B (2004)

Article Physics, Multidisciplinary

Boundedness and stability for nonautonomous cellular neural networks with delay

HJ Jiang et al.

PHYSICS LETTERS A (2003)

Article Computer Science, Artificial Intelligence

Pattern recognition via synchronization in phase-locked loop neural networks

FC Hoppensteadt et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2000)