AIMC Topic: Computer Simulation

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Global exponential synchronization of multiple memristive neural networks with time delay via nonlinear coupling.

IEEE transactions on neural networks and learning systems Sep 12, 2014
This paper presents theoretical results on the global exponential synchronization of multiple memristive neural networks with time delays. A novel coupling scheme is introduced, in a general topological structure described by a directed or undirected...
Computer Simulation Time Factors Models, Theoretical Nonlinear Dynamics Neural Networks, Computer Algorithms
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Weighted Fuzzy Interpolative Reasoning Based on the Slopes of Fuzzy Sets and Particle Swarm Optimization Techniques.

IEEE transactions on cybernetics Sep 5, 2014
In this paper, we propose a new weighted fuzzy interpolative reasoning method for sparse fuzzy rule-based systems based on the slopes of fuzzy sets. We also propose a particle swarm optimization (PSO)-based weights-learning algorithm to automatically...
Machine Learning Algorithms Fuzzy Logic Models, Statistical Pattern Recognition, Automated Decision Support Techniques Computer Simulation
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Missile Guidance Law Based on Robust Model Predictive Control Using Neural-Network Optimization.

IEEE transactions on neural networks and learning systems Sep 4, 2014
In this brief, the utilization of robust model-based predictive control is investigated for the problem of missile interception. Treating the target acceleration as a bounded disturbance, novel guidance law using model predictive control is developed...
Forecasting Neural Networks, Computer Computer Simulation Algorithms Nonlinear Dynamics
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Accept/decline decision module for the liver simulated allocation model.

Health care management science Aug 30, 2014
Simulated allocation models (SAMs) are used to evaluate organ allocation policies. An important component of SAMs is a module that decides whether each potential recipient will accept an offered organ. The objective of this study was to develop and t...
Liver Models, Statistical Data Interpretation, Statistical Computer Simulation Transplant Recipients Logistic Models Humans Tissue and Organ Procurement Artificial Intelligence Algorithms
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A dynamic human motion: coordination analysis.

Biological cybernetics Aug 27, 2014
This article is concerned with the generic structure of the motion coordination system resulting from the application of the method of virtual holonomic constraints (VHCs) to the problem of the generation and robust execution of a dynamic humanlike m...
Motion Nonlinear Dynamics Movement User-Computer Interface Humans Models, Theoretical Computer Simulation Robotics
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A Spiking Neural Simulator Integrating Event-Driven and Time-Driven Computation Schemes Using Parallel CPU-GPU Co-Processing: A Case Study.

IEEE transactions on neural networks and learning systems Aug 26, 2014
Time-driven simulation methods in traditional CPU architectures perform well and precisely when simulating small-scale spiking neural networks. Nevertheless, they still have drawbacks when simulating large-scale systems. Conversely, event-driven simu...
Computers, Hybrid Microcomputers Purkinje Cells Nerve Fibers Computer Graphics Neural Networks, Computer Algorithms Computer Simulation Reproducibility of Results Benchmarking Cerebellum
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An Interval Type-2 Neural Fuzzy System for Online System Identification and Feature Elimination.

IEEE transactions on neural networks and learning systems Aug 21, 2014
We propose an integrated mechanism for discarding derogatory features and extraction of fuzzy rules based on an interval type-2 neural fuzzy system (NFS)-in fact, it is a more general scheme that can discard bad features, irrelevant antecedent clause...
Chemical Industry Normal Distribution Online Systems Neural Networks, Computer Machine Learning Algorithms Computer Simulation Fuzzy Logic Automobiles
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Time-Varying Ankle Mechanical Impedance During Human Locomotion.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 15, 2014
In human locomotion, we continuously modulate joint mechanical impedance of the lower limb (hip, knee, and ankle) either voluntarily or reflexively to accommodate environmental changes and maintain stable interaction. Ankle mechanical impedance plays...
Models, Biological Electric Impedance Monitoring, Ambulatory Equipment Design Humans Gait Computer Simulation Ankle Joint Young Adult Equipment Failure Analysis Elastic Modulus Adult Stress, Mechanical Male Viscosity Robotics Locomotion
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Comparative analysis of the functionality of simulators of the da Vinci surgical robot.

Surgical endoscopy Aug 15, 2014
BACKGROUND: The implementation of robotic technology in minimally invasive surgery has led to the need to develop more efficient and effective training methods, as well as assessment and skill maintenance tools for surgical education. Multiple simula...
Equipment Design Robotics Minimally Invasive Surgical Procedures Computer Simulation Female Education, Medical, Continuing Humans
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Adaptive Output-Feedback Neural Control of Switched Uncertain Nonlinear Systems With Average Dwell Time.

IEEE transactions on neural networks and learning systems Aug 6, 2014
This paper investigates the problem of adaptive neural tracking control via output-feedback for a class of switched uncertain nonlinear systems without the measurements of the system states. The unknown control signals are approximated directly by ne...
Neural Networks, Computer Algorithms Nonlinear Dynamics Normal Distribution Computer Simulation Uncertainty Feedback Models, Statistical
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