AIMC Topic: Feedback

Clear Filters Showing 531 to 540 of 609 articles

On fuzzy sampled-data control of chaotic systems via a time-dependent Lyapunov functional approach.

IEEE transactions on cybernetics Aug 5, 2014
In this paper, a novel approach to fuzzy sampled-data control of chaotic systems is presented by using a time-dependent Lyapunov functional. The advantage of the new method is that the Lyapunov functional is continuous at sampling times but not neces...
Computer Simulation Feedback Models, Theoretical Algorithms Signal Processing, Computer-Assisted Fuzzy Logic Nonlinear Dynamics Sample Size
View on PubMed DOI

Learning from adaptive neural dynamic surface control of strict-feedback systems.

IEEE transactions on neural networks and learning systems Jul 22, 2014
Learning plays an essential role in autonomous control systems. However, how to achieve learning in the nonstationary environment for nonlinear systems is a challenging problem. In this paper, we present learning method for a class of n th-order stri...
Learning Feedback Nonlinear Dynamics Algorithms Computer Simulation Neural Networks, Computer Artificial Intelligence Humans
View on PubMed DOI

Output-feedback adaptive neural control for stochastic nonlinear time-varying delay systems with unknown control directions.

IEEE transactions on neural networks and learning systems Jul 21, 2014
This paper presents an adaptive output-feedback neural network (NN) control scheme for a class of stochastic nonlinear time-varying delay systems with unknown control directions. To make the controller design feasible, the unknown control coefficient...
Neural Networks, Computer Algorithms Nonlinear Dynamics Stochastic Processes Computer Simulation Feedback
View on PubMed DOI

Fixed-time adaptive neural network compensation control for uncertain nonlinear systems.

Neural networks : the official journal of the International Neural Network Society Sep 1, 2025
Uncertainties are the main obstacle to improving the control performance of nonlinear systems. To address this challenge, this paper proposes a fixed-time adaptive neural network compensation control method for a class of high-order nonlinear systems...
Neural Networks, Computer Algorithms Time Factors Computer Simulation Nonlinear Dynamics Feedback Uncertainty
View on PubMed DOI

Neuroadaptive fixed-time fault-tolerant containment control of high-order MIMO Nonlinear multi-agent systems in affine strict-feedback form.

Neural networks : the official journal of the International Neural Network Society Sep 1, 2025
This paper is concerned with the fixed-time containment control problem for high-order MIMO nonlinear multi-agent systems with external disturbances and actuator faults. First, in the backstepping framework, a neuroadaptive fixed-time containment con...
Humans Neural Networks, Computer Nonlinear Dynamics Feedback Time Factors Algorithms Computer Simulation
View on PubMed DOI

Model-free reinforcement learning control with zero-min barrier functions for constrained systems.

Neural networks : the official journal of the International Neural Network Society Sep 1, 2025
The primary focus of this research is to develop an adaptive output feedback controller designed to minimize a cost-to-go function subject to constraints on input, output, and tracking error for a class of unknown non-affine discrete-time systems. Th...
Reinforcement, Psychology Humans Feedback Machine Learning Fuzzy Logic Algorithms Neural Networks, Computer
View on PubMed DOI

Memristive circuit of emotion with negative feedback based on three primary color model.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Many memristive circuits tend to oversimplify the process of emotion generation as a linear event, disregarding crucial factors such as negative feedback and other regulatory mechanisms. In this paper, a memristive circuit of emotion with negative fe...
Neural Networks, Computer Feedback Models, Neurological Color Emotions Humans
View on PubMed DOI

Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm.

Evolutionary computation Jun 2, 2025
Heuristic optimization methods such as particle swarm optimization (PSO) depend on their parameters to achieve optimal performance on a given class of problems. Some modifications of heuristic algorithms aim at adapting those parameters during the op...
Particle Swarm Optimization Feedback Fuzzy Logic Algorithms Computer Simulation
View on PubMed DOI

STSF: Spiking Time Sparse Feedback Learning for Spiking Neural Networks.

IEEE transactions on neural networks and learning systems Jun 1, 2025
Spiking neural networks (SNNs) are biologically plausible models known for their computational efficiency. A significant advantage of SNNs lies in the binary information transmission through spike trains, eliminating the need for multiplication opera...
Animals Time Factors Neuronal Plasticity Computer Simulation Feedback Neurons Models, Neurological Action Potentials Humans Machine Learning Algorithms Neural Networks, Computer
View on PubMed DOI

The linguistic feedback of tourism robots significantly influences visitors' ecotourism behaviors.

Scientific reports May 8, 2025
With the extensive application of artificial intelligence technology in the tourism industry, robot-assisted tourism has become a vital strategy for enhancing tourist experiences and promoting sustainable tourism practices. This study aims to explore...
Adult Robotics Feedback Linguistics Language Humans Tourism Male Female Artificial Intelligence
View on PubMed DOI
Popular Topics
Recent Journals