AIMC Topic: Nonlinear Dynamics

Clear Filters Showing 491 to 500 of 759 articles

Machine-learning algorithms define pathogen-specific local immune fingerprints in peritoneal dialysis patients with bacterial infections.

Kidney international Mar 17, 2017
The immune system has evolved to sense invading pathogens, control infection, and restore tissue integrity. Despite symptomatic variability in patients, unequivocal evidence that an individual's immune system distinguishes between different organisms...
Female Reproducibility of Results Aged Humans Machine Learning Biomarkers Point-of-Care Testing Nonlinear Dynamics Pattern Recognition, Automated Middle Aged Predictive Value of Tests Case-Control Studies Area Under Curve Adolescent Acute Disease Time Factors Peptide Mapping ROC Curve Peritonitis Bacteria Peritoneal Dialysis Host-Pathogen Interactions Gram-Positive Bacterial Infections Gram-Negative Bacterial Infections Aged, 80 and over Adult Young Adult Male Point-of-Care Systems
View on PubMed DOI

Adaptive Neural Control of Uncertain Nonlinear Systems Using Disturbance Observer.

IEEE transactions on cybernetics Mar 10, 2017
This paper studies the problem of prescribed performance adaptive neural control for a class of uncertain multi-input and multi-output (MIMO) nonlinear systems in the presence of external disturbances and input saturation based on a disturbance obser...
Computer Simulation Feedback Nonlinear Dynamics Neural Networks, Computer
View on PubMed DOI

Forecasting outpatient visits using empirical mode decomposition coupled with back-propagation artificial neural networks optimized by particle swarm optimization.

PloS one Feb 21, 2017
Accurately predicting the trend of outpatient visits by mathematical modeling can help policy makers manage hospitals effectively, reasonably organize schedules for human resources and finances, and appropriately distribute hospital material resource...
Outpatients Models, Theoretical Forecasting Humans Nonlinear Dynamics Computer Simulation Neural Networks, Computer China Office Visits
View on PubMed DOI

Stability Analysis of Discrete-Time Neural Networks With Time-Varying Delay via an Extended Reciprocally Convex Matrix Inequality.

IEEE transactions on cybernetics Feb 17, 2017
This paper is concerned with the stability analysis of discrete-time neural networks with a time-varying delay. Assessment of the effect of time delays on system stability requires suitable delay-dependent stability criteria. This paper aims to devel...
Nonlinear Dynamics Computer Simulation Time Factors Neural Networks, Computer
View on PubMed DOI

Evolving Network Model That Almost Regenerates Epileptic Data.

Neural computation Feb 9, 2017
In many realistic networks, the edges representing the interactions between nodes are time varying. Evidence is growing that the complex network that models the dynamics of the human brain has time-varying interconnections, that is, the network is ev...
Nonlinear Dynamics Wavelet Analysis Algorithms Brain Time Factors Brain Mapping Electroencephalography Epilepsy Humans Neural Networks, Computer
View on PubMed DOI

Filtering of Discrete-Time Switched Neural Networks Ensuring Exponential Dissipative and $l_{2}$ - $l_{\infty }$ Performances.

IEEE transactions on cybernetics Jan 31, 2017
This paper studies delay-dependent exponential dissipative and l - l filtering problems for discrete-time switched neural networks (DSNNs) including time-delayed states. By introducing a novel discrete-time inequality, which is a discrete-time versio...
Time Factors Neural Networks, Computer Signal Processing, Computer-Assisted Computer Simulation Nonlinear Dynamics
View on PubMed DOI

Automated seizure detection using limited-channel EEG and non-linear dimension reduction.

Computers in biology and medicine Jan 25, 2017
Electroencephalography (EEG) is an essential component in evaluation of epilepsy. However, full-channel EEG signals recorded from 18 to 23 electrodes on the scalp is neither wearable nor computationally effective. This paper presents advantages of bo...
Pattern Recognition, Automated Humans Seizures Machine Learning Nonlinear Dynamics Algorithms Sample Size Reproducibility of Results Data Interpretation, Statistical Sensitivity and Specificity Electroencephalography Diagnosis, Computer-Assisted
View on PubMed DOI

Distributed mixed-integer fuzzy hierarchical programming for municipal solid waste management. Part I: System identification and methodology development.

Environmental science and pollution research international Jan 18, 2017
Due to the existence of complexities of heterogeneities, hierarchy, discreteness, and interactions in municipal solid waste management (MSWM) systems such as Beijing, China, a series of socio-economic and eco-environmental problems may emerge or wors...
Solid Waste Waste Management Beijing Models, Theoretical Fuzzy Logic Nonlinear Dynamics
View on PubMed DOI

Elimination of spiral waves in a locally connected chaotic neural network by a dynamic phase space constraint.

Neural networks : the official journal of the International Neural Network Society Jan 16, 2017
In this study, a method is proposed that eliminates spiral waves in a locally connected chaotic neural network (CNN) under some simplified conditions, using a dynamic phase space constraint (DPSC) as a control method. In this method, a control signal...
Feedback Time Factors Neurons Nonlinear Dynamics Humans Pattern Recognition, Automated Neural Networks, Computer Nerve Net
View on PubMed DOI

Command Filter-Based Adaptive Neural Tracking Controller Design for Uncertain Switched Nonlinear Output-Constrained Systems.

IEEE transactions on cybernetics Jan 12, 2017
In this paper, a new adaptive approximation-based tracking controller design approach is developed for a class of uncertain nonlinear switched lower-triangular systems with an output constraint using neural networks (NNs). By introducing a novel barr...
Neural Networks, Computer Computer Simulation Signal Processing, Computer-Assisted Nonlinear Dynamics Cybernetics
View on PubMed DOI
Popular Topics
Recent Journals