nonlinear system modeling
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Asymptotic analysis and upper semicontinuity with respect to delay term of attractors to binary mixtures of solids

2021 ◽  
pp. 1-26
Author(s):  
M.M. Freitas ◽  
A.J.A. Ramos ◽  
M.J. Dos Santos ◽  
L.G.R. Miranda ◽  
J.L.L. Almeida
Keyword(s):  
Nonlinear System ◽  
System Modeling ◽  
Upper Semicontinuity ◽  
Global Attractors ◽  
Exponential Attractors ◽  
Small Perturbations ◽  
Nonlinear System Modeling ◽  
Delay Term ◽  
Finite Dimensionality ◽  
Asymptotic Dynamics

We investigated the asymptotic dynamics of a nonlinear system modeling binary mixture of solids with delay term. Using the recent quasi-stability methods introduced by Chueshov and Lasiecka, we prove the existence, smoothness and finite dimensionality of a global attractor. We also prove the existence of exponential attractors. Moreover, we study the upper semicontinuity of global attractors with respect to small perturbations of the delay terms.

Fast training of deep LSTM networks with guaranteed stability for nonlinear system modeling

2021 ◽  
Vol 422 ◽  
pp. 85-94
Author(s):  
Wen Yu ◽  
Jesus Gonzalez ◽  
Xiaoou Li
Keyword(s):  
Nonlinear System ◽  
System Modeling ◽  
Nonlinear System Modeling ◽  
Fast Training ◽  
Guaranteed Stability

An online self-organizing modular neural network for nonlinear system modeling

2020 ◽  
Vol 97 ◽  
pp. 106777
Author(s):  
Junfei Qiao ◽  
Xin Guo ◽  
Wenjing Li
Keyword(s):  
Neural Network ◽  
Nonlinear System ◽  
System Modeling ◽  
Nonlinear System Modeling ◽  
Modular Neural Network ◽  
Self Organizing

A pruning feedforward small-world neural network based on Katz centrality for nonlinear system modeling

2020 ◽  
Vol 130 ◽  
pp. 269-285
Author(s):  
Wenjing Li ◽  
Minghui Chu ◽  
Junfei Qiao
Keyword(s):  
Neural Network ◽  
Nonlinear System ◽  
System Modeling ◽  
Small World ◽  
Nonlinear System Modeling ◽  
Katz Centrality

Design of a self-organizing reciprocal modular neural network for nonlinear system modeling

2020 ◽  
Vol 411 ◽  
pp. 327-339 ◽  
Author(s):  
Wenjing Li ◽  
Meng Li ◽  
Junkai Zhang ◽  
Junfei Qiao
Keyword(s):  
Neural Network ◽  
Nonlinear System ◽  
System Modeling ◽  
Nonlinear System Modeling ◽  
Modular Neural Network ◽  
Self Organizing

A feature clustering-based adaptive modular neural network for nonlinear system modeling

2020 ◽  
Vol 100 ◽  
pp. 185-197 ◽  
Author(s):  
Wenjing Li ◽  
Meng Li ◽  
Junfei Qiao ◽  
Xin Guo
Keyword(s):  
Neural Network ◽  
Nonlinear System ◽  
System Modeling ◽  
Feature Clustering ◽  
Nonlinear System Modeling ◽  
Modular Neural Network

Nonlinear system modeling using self-organizing fuzzy neural networks for industrial applications

2020 ◽  
Vol 50 (5) ◽  
pp. 1657-1672 ◽  
Author(s):  
Hongbiao Zhou ◽  
Huanyu Zhao ◽  
Yu Zhang
Keyword(s):  
Neural Networks ◽  
Nonlinear System ◽  
System Modeling ◽  
Industrial Applications ◽  
Fuzzy Neural Networks ◽  
Nonlinear System Modeling ◽  
Fuzzy Neural ◽  
Self Organizing
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