AIMC Topic: Uncertainty

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Robust fixed-time synchronization of delayed Cohen-Grossberg neural networks.

Neural networks : the official journal of the International Neural Network Society Oct 26, 2015
The fixed-time master-slave synchronization of Cohen-Grossberg neural networks with parameter uncertainties and time-varying delays is investigated. Compared with finite-time synchronization where the convergence time relies on the initial synchroniz...
Models, Statistical Uncertainty Neural Networks, Computer Algorithms Time Factors
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Containment control of networked autonomous underwater vehicles: A predictor-based neural DSC design.

ISA transactions Oct 23, 2015
This paper investigates the containment control problem of networked autonomous underwater vehicles in the presence of model uncertainty and unknown ocean disturbances. A predictor-based neural dynamic surface control design method is presented to de...
Markov Chains Nonlinear Dynamics Uncertainty Reproducibility of Results Equipment Design Ships Oceans and Seas Neural Networks, Computer Artificial Intelligence Algorithms Forecasting
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Structure Identification of Uncertain Complex Networks Based on Anticipatory Projective Synchronization.

PloS one Oct 7, 2015
This paper investigates a method to identify uncertain system parameters and unknown topological structure in general complex networks with or without time delay. A complex network, which has uncertain topology and unknown parameters, is designed as ...
Uncertainty Systems Theory Computer Simulation Time Factors Nonlinear Dynamics Neural Networks, Computer Algorithms
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New passivity criteria for memristive uncertain neural networks with leakage and time-varying delays.

ISA transactions Oct 3, 2015
In this paper, the problem of passivity analysis is studied for memristor-based uncertain neural networks with leakage and time-varying delays. By combining differential inclusions with set-valued maps, the system of memristive neural networks is cha...
Computer Simulation Neurons Uncertainty Neural Networks, Computer Algorithms
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Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.

Artificial intelligence in medicine Sep 8, 2015
OBJECTIVES: Inspired by real-world examples from the forensic medical sciences domain, we seek to determine whether a decision about an interventional action could be subject to amendments on the basis of some incomplete information within the model,...
Computer Simulation Risk Factors Risk Assessment Humans Neural Networks, Computer Decision Support Techniques Forensic Medicine Information Storage and Retrieval Violence Causality Models, Statistical Bayes Theorem Uncertainty Choice Behavior
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Accuracy of Robotic Radiosurgical Liver Treatment Throughout the Respiratory Cycle.

International journal of radiation oncology, biology, physics Aug 21, 2015
PURPOSE: To quantify random uncertainties in robotic radiosurgical treatment of liver lesions with real-time respiratory motion management.
Dose Fractionation, Radiation Movement Uncertainty Aged Linear Models Radiotherapy Setup Errors Aged, 80 and over Respiration Male Particle Accelerators Radiosurgery Fiducial Markers Middle Aged Humans Radiography Liver Neoplasms Radiotherapy Planning, Computer-Assisted Robotics Retrospective Studies Female
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Impact of Noise on a Dynamical System: Prediction and Uncertainties from a Swarm-Optimized Neural Network.

Computational intelligence and neuroscience Jul 30, 2015
An artificial neural network (ANN) based on particle swarm optimization (PSO) was developed for the time series prediction. The hybrid ANN+PSO algorithm was applied on Mackey-Glass chaotic time series in the short-term x(t + 6). The performance predi...
Uncertainty Neural Networks, Computer Computer Simulation Artificial Intelligence Time Factors Algorithms Forecasting
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Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes.

Artificial intelligence in medicine Jul 29, 2015
BACKGROUND: Over the past 30 years, the international conference on Artificial Intelligence in MEdicine (AIME) has been organized at different venues across Europe every 2 years, establishing a forum for scientific exchange and creating an active res...
Congresses as Topic Uncertainty Humans Artificial Intelligence Europe Machine Learning Signal Processing, Computer-Assisted Medicine Data Mining Image Processing, Computer-Assisted
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Computational rationality: A converging paradigm for intelligence in brains, minds, and machines.

Science (New York, N.Y.) Jul 16, 2015
After growing up together, and mostly growing apart in the second half of the 20th century, the fields of artificial intelligence (AI), cognitive science, and neuroscience are reconverging on a shared view of the computational foundations of intellig...
Humans Artificial Intelligence Brain Intelligence Thinking Neurosciences Uncertainty
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Robustness analysis of uncertain dynamical neural networks with multiple time delays.

Neural networks : the official journal of the International Neural Network Society Jul 15, 2015
This paper studies the problem of global robust asymptotic stability of the equilibrium point for the class of dynamical neural networks with multiple time delays with respect to the class of slope-bounded activation functions and in the presence of ...
Neural Pathways Uncertainty Neural Networks, Computer Algorithms Reproducibility of Results
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