AIMC Topic: Nonlinear Dynamics

Clear Filters Showing 351 to 360 of 759 articles

Differential-game for resource aware approximate optimal control of large-scale nonlinear systems with multiple players.

Neural networks : the official journal of the International Neural Network Society Jan 14, 2020
In this paper, we propose a novel differential-game based neural network (NN) control architecture to solve an optimal control problem for a class of large-scale nonlinear systems involving N-players. We focus on optimizing the usage of the computati...
Nonlinear Dynamics Neural Networks, Computer Feedback
View on PubMed DOI

Constructing a Consciousness Meter Based on the Combination of Non-Linear Measurements and Genetic Algorithm-Based Support Vector Machine.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 8, 2020
OBJECTIVE: Constructing a framework to evaluate consciousness is an important issue in neuroscience research and clinical practice. However, there is still no systematic framework for quantifying altered consciousness along the dimensions of both lev...
Healthy Volunteers Wakefulness Nonlinear Dynamics Anesthesia, General Electroencephalography Consciousness Disorders Consciousness Monitors Coma Entropy Female Genetics Reproducibility of Results Middle Aged Male Support Vector Machine Humans Algorithms Consciousness
View on PubMed DOI

A causal discovery algorithm based on the prior selection of leaf nodes.

Neural networks : the official journal of the International Neural Network Society Jan 7, 2020
In recent years, Linear Non-Gaussian Acyclic Model (LiNGAM) has been widely used for the discovery of causal network. However, solutions based on LiNGAM usually yield high computational complexity as well as unsatisfied accuracy when the data is high...
Neural Networks, Computer Nonlinear Dynamics Normal Distribution
View on PubMed DOI

Ghost hunting in the nonlinear dynamic machine.

PloS one Dec 19, 2019
Integrating dynamic systems modeling and machine learning generates an exploratory nonlinear solution for analyzing dynamical systems-based data. Applying dynamical systems theory to the machine learning solution further provides a pathway to interpr...
Nonlinear Dynamics Machine Learning Regression Analysis
View on PubMed DOI

A novel machine learning based computational framework for homogenization of heterogeneous soft materials: application to liver tissue.

Biomechanics and modeling in mechanobiology Dec 10, 2019
Real-time simulation of organs increases comfort and safety for patients during the surgery. Proper generalized decomposition (PGD) is an efficient numerical method with coordinate errors below 1 mm and response time below 0.1 s that can be used for ...
Stress, Mechanical Elasticity Finite Element Analysis Materials Testing Nonlinear Dynamics Models, Cardiovascular Anisotropy Animals Swine Liver Models, Biological Imaging, Three-Dimensional Machine Learning Algorithms Computer Simulation Humans Neural Networks, Computer
View on PubMed DOI

Fuzzy jump wavelet neural network based on rule induction for dynamic nonlinear system identification with real data applications.

PloS one Dec 9, 2019
AIM: Fuzzy wavelet neural network (FWNN) has proven to be a promising strategy in the identification of nonlinear systems. The network considers both global and local properties, deals with imprecision present in sensory data, leading to desired prec...
Algorithms Neural Networks, Computer Nonlinear Dynamics Fuzzy Logic Linear Models Computer Simulation Artificial Intelligence
View on PubMed DOI

Splice sites detection using chaos game representation and neural network.

Genomics Nov 5, 2019
A novel method is proposed to detect the acceptor and donor splice sites using chaos game representation and artificial neural network. In order to achieve high accuracy, inputs to the neural network, or feature vector, shall reflect the true nature ...
Neural Networks, Computer Software Nonlinear Dynamics Humans Sequence Analysis, DNA RNA Splice Sites
View on PubMed DOI

An improved result on synchronization control for memristive neural networks with inertial terms and reaction-diffusion items.

ISA transactions Oct 29, 2019
This paper investigates the synchronization issue of the memristive neural networks (MNNs) with inertial terms and reaction-diffusion items. In order to smoothly derive the controller gains and obtain an excellent control effect, the desired controll...
Computer Simulation Nonlinear Dynamics Neural Networks, Computer Algorithms
View on PubMed DOI

Hash Transformation and Machine Learning-Based Decision-Making Classifier Improved the Accuracy Rate of Automated Parkinson's Disease Screening.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Oct 29, 2019
Digitalized hand-drawn pattern is a noninvasive and reproducible assistive manner to obtain hand actions and motions for evaluating functional tremors and upper-limb movement disorders. In this study, spirals and straight lines in polar coordinates a...
Parkinson Disease Diagnosis, Differential Automation False Positive Reactions Nonlinear Dynamics Humans Male Decision Making, Computer-Assisted Middle Aged Aged, 80 and over Essential Tremor Female Mass Screening Machine Learning Adult Reproducibility of Results Algorithms Aged
View on PubMed DOI

A sparse deep belief network with efficient fuzzy learning framework.

Neural networks : the official journal of the International Neural Network Society Oct 5, 2019
Deep belief network (DBN) is one of the most feasible ways to realize deep learning (DL) technique, and it has been attracting more and more attentions in nonlinear system modeling. However, DBN cannot provide satisfactory results in learning speed, ...
Deep Learning Nonlinear Dynamics
View on PubMed DOI
Popular Topics
Recent Journals