AIMC Topic: Nonlinear Dynamics

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Machine learning for toxicity characterization of organic chemical emissions using USEtox database: Learning the structure of the input space.

Environment international Jun 20, 2015
Toxicity characterization of chemical emissions in Life Cycle Assessment (LCA) is a complex task which usually proceeds via multimedia (fate, exposure and effect) models attached to models of dose-response relationships to assess the effects on targe...
Nonlinear Dynamics Linear Models Organic Chemicals Environmental Pollutants Humans Machine Learning
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Finite-time boundedness and stabilization of uncertain switched neural networks with time-varying delay.

Neural networks : the official journal of the International Neural Network Society Jun 15, 2015
This paper deals with the finite-time boundedness and stabilization problem for a class of switched neural networks with time-varying delay and parametric uncertainties. Based on Lyapunov-like function method and average dwell time technique, some su...
Time Factors Nonlinear Dynamics Neural Networks, Computer Algorithms Feedback Uncertainty
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Population pharmacokinetic/pharmacodynamic assessment of pharmacological effect of a selective estrogen receptor β agonist on total testosterone in healthy men.

Clinical pharmacology in drug development Jun 8, 2015
BACKGROUND: LY500307 is a highly selective estrogen receptor β (ERβ) agonist, which loses its selectivity at high dose and leads to undesirable suppression of total testosterone (TT) concentration. The objective of the present analysis was to define ...
Healthy Volunteers Fourier Analysis Middle Aged Administration, Oral London Nonlinear Dynamics Young Adult Testosterone Cross-Over Studies Selective Estrogen Receptor Modulators Benzopyrans Humans Adult Drug Administration Schedule Models, Biological Single-Blind Method Male Biomarkers Estrogen Receptor beta Circadian Rhythm
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Synchronization of Memristor-Based Coupling Recurrent Neural Networks With Time-Varying Delays and Impulses.

IEEE transactions on neural networks and learning systems Jun 3, 2015
Synchronization of an array of linearly coupled memristor-based recurrent neural networks with impulses and time-varying delays is investigated in this brief. Based on the Lyapunov function method, an extended Halanay differential inequality and a ne...
Neural Networks, Computer Feedback Time Factors Nonlinear Dynamics Algorithms Computer Simulation
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Improving nonlinear modeling capabilities of functional link adaptive filters.

Neural networks : the official journal of the International Neural Network Society May 27, 2015
The functional link adaptive filter (FLAF) represents an effective solution for online nonlinear modeling problems. In this paper, we take into account a FLAF-based architecture, which separates the adaptation of linear and nonlinear elements, and we...
Algorithms Models, Theoretical Humans Nonlinear Dynamics Neural Networks, Computer
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Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network.

Computational intelligence and neuroscience May 24, 2015
For specific purpose, vision-based surveillance robot that can be run autonomously and able to acquire images from its dynamic environment is very important, for example, in rescuing disaster victims in Indonesia. In this paper, we propose architectu...
Nonlinear Dynamics Video Recording Facial Recognition Artificial Intelligence Algorithms Humans Robotics Neural Networks, Computer
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Fast Distributed Dynamics of Semantic Networks via Social Media.

Computational intelligence and neuroscience May 17, 2015
We investigate the dynamics of semantic organization using social media, a collective expression of human thought. We propose a novel, time-dependent semantic similarity measure (TSS), based on the social network Twitter. We show that TSS is consiste...
Humans Neural Networks, Computer Thinking Nonlinear Dynamics Algorithms Information Storage and Retrieval Social Media Semantics
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Real-time, adaptive machine learning for non-stationary, near chaotic gasoline engine combustion time series.

Neural networks : the official journal of the International Neural Network Society May 15, 2015
Fuel efficient Homogeneous Charge Compression Ignition (HCCI) engine combustion timing predictions must contend with non-linear chemistry, non-linear physics, period doubling bifurcation(s), turbulent mixing, model parameters that can drift day-to-da...
Gasoline Nonlinear Dynamics Vehicle Emissions Machine Learning Support Vector Machine Models, Neurological Algorithms
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Undamped Oscillations Generated by Hopf Bifurcations in Fractional-Order Recurrent Neural Networks With Caputo Derivative.

IEEE transactions on neural networks and learning systems May 14, 2015
In this paper, a fractional-order recurrent neural network is proposed and several topics related to the dynamics of such a network are investigated, such as the stability, Hopf bifurcations, and undamped oscillations. The stability domain of the tri...
Humans Computer Simulation Feedback Time Factors Neural Networks, Computer Algorithms Nonlinear Dynamics Biological Clocks
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Finite-time synchronization for memristor-based neural networks with time-varying delays.

Neural networks : the official journal of the International Neural Network Society May 11, 2015
Memristive network exhibits state-dependent switching behaviors due to the physical properties of memristor, which is an ideal tool to mimic the functionalities of the human brain. In this paper, finite-time synchronization is considered for a class ...
Time Factors Nonlinear Dynamics Algorithms Feedback Humans Neural Networks, Computer
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