AIMC Topic: Feedback

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Aperiodic switching event-triggered stabilization of continuous memristive neural networks with interval delays.

Neural networks : the official journal of the International Neural Network Society Apr 28, 2023
The stabilization problem is studied for memristive neural networks with interval delays under aperiodic switching event-triggered control. Note that, most of delayed memristive neural networks models studied are discontinuous, which are not the real...
Neural Networks, Computer Feedback Uncertainty Neurons Time Factors
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Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance.

Neural networks : the official journal of the International Neural Network Society Apr 26, 2023
Synchronization of memristive neural networks (MNNs) by using network control scheme has been widely and deeply studied. However, these researches are usually restricted to traditional continuous-time control methods for synchronization of the first-...
Neural Networks, Computer Feedback Time Factors Reproducibility of Results
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Tree-structured neural networks: Spatiotemporal dynamics and optimal control.

Neural networks : the official journal of the International Neural Network Society Apr 25, 2023
How the network topology drives the response dynamic is a basic question that has not yet been fully answered in neural networks. Elucidating the internal relation between topological structures and dynamics is instrumental in our understanding of br...
Receptors, Enterotoxin Algorithms Nonlinear Dynamics Feedback Neural Networks, Computer
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Optimal H tracking control of nonlinear systems with zero-equilibrium-free via novel adaptive critic designs.

Neural networks : the official journal of the International Neural Network Society Apr 20, 2023
In this paper, a novel adaptive critic control method is designed to solve an optimal H tracking control problem for continuous nonlinear systems with nonzero equilibrium based on adaptive dynamic programming (ADP). To guarantee the finiteness of a c...
Nonlinear Dynamics Feedback Neural Networks, Computer Learning Algorithms
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Dynamic event-triggered controller design for nonlinear systems: Reinforcement learning strategy.

Neural networks : the official journal of the International Neural Network Society Apr 19, 2023
The current investigation aims at the optimal control problem for discrete-time nonstrict-feedback nonlinear systems by invoking the reinforcement learning-based backstepping technique and neural networks. The dynamic-event-triggered control strategy...
Neural Networks, Computer Feedback Nonlinear Dynamics Computer Simulation Algorithms
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Meta-learning biologically plausible plasticity rules with random feedback pathways.

Nature communications Mar 31, 2023
Backpropagation is widely used to train artificial neural networks, but its relationship to synaptic plasticity in the brain is unknown. Some biological models of backpropagation rely on feedback projections that are symmetric with feedforward connec...
Brain Neural Networks, Computer Models, Neurological Feedback Neuronal Plasticity Learning
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A Novel Master-Slave Interventional Surgery Robot with Force Feedback and Collaborative Operation.

Sensors (Basel, Switzerland) Mar 29, 2023
In recent years, master-slave vascular robots have been developed to address the problem of radiation exposure during vascular interventions for surgeons. However, the single visual feedback reduces surgeon immersion and transparency of the system. I...
Equipment Design Feedback Robotic Surgical Procedures Mechanical Phenomena Robotics
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A Hybrid Stacked CNN and Residual Feedback GMDH-LSTM Deep Learning Model for Stroke Prediction Applied on Mobile AI Smart Hospital Platform.

Sensors (Basel, Switzerland) Mar 27, 2023
Artificial intelligence (AI) techniques for intelligent mobile computing in healthcare has opened up new opportunities in healthcare systems. Combining AI techniques with the existing Internet of Medical Things (IoMT) will enhance the quality of care...
Stroke Humans Hospitals Artificial Intelligence Deep Learning Feedback
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Improved disturbance observer-based fixed-time adaptive neural network consensus tracking for nonlinear multi-agent systems.

Neural networks : the official journal of the International Neural Network Society Mar 17, 2023
This paper is concerned with the problem of fixed-time consensus tracking for a class of nonlinear multi-agent systems subject to unknown disturbances. Firstly, a modified fixed-time disturbance observer is devised to estimate the unknown mismatched ...
Nonlinear Dynamics Consensus Neural Networks, Computer Feedback Computer Simulation
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A Deep-Learning Framework for Analysing Students' Review in Higher Education.

Computational intelligence and neuroscience Mar 16, 2023
As part of continuous process improvements to teaching and learning, the management of tertiary institutions requests students to review modules towards the end of each semester. These reviews capture students' perceptions about various aspects of th...
Students Humans Learning Feedback Deep Learning
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