scholarly journals Dissipativity Analysis for Discrete Time-Delay Fuzzy Neural Networks With Markovian Jumps

2016 ◽  
Vol 24 (2) ◽  
pp. 432-443 ◽  
Author(s):  
Yingqi Zhang ◽  
Peng Shi ◽  
Ramesh K. Agarwal ◽  
Yan Shi
Keyword(s):  
Neural Networks ◽  
Time Delay ◽  
Discrete Time ◽  
Fuzzy Neural Networks ◽  
Discrete Time Delay ◽  
Fuzzy Neural ◽  
Dissipativity Analysis

scholarly journals Stability Analysis for Discrete-Time Stochastic Fuzzy Neural Networks with Mixed Delays

2019 ◽  
Vol 2019 ◽  
pp. 1-13
Author(s):  
YaJun Li ◽  
Quanxin Zhu
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Sufficient Conditions ◽  
Fuzzy Neural Networks ◽  
Linear Matrix ◽  
Mixed Delays ◽  
The Novel ◽  
Free Weight ◽  
Fuzzy Neural ◽  
The Stability

This paper is concerned with the stability problem of a class of discrete-time stochastic fuzzy neural networks with mixed delays. New Lyapunov-Krasovskii functions are proposed and free weight matrices are introduced. The novel sufficient conditions for the stability of discrete-time stochastic fuzzy neural networks with mixed delays are established in terms of linear matrix inequalities (LMIs). Finally, numerical examples are given to illustrate the effectiveness and benefits of the proposed method.

scholarly journals Sistemas neurais híbridos para reconhecimento de padrões em narizes artificiais

2005 ◽  
Vol 16 (2) ◽  
pp. 159-172 ◽  
Author(s):  
Cleber Zanchettin ◽  
Teresa Bernarda Ludermir
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Time Delay ◽  
Fuzzy Neural Networks ◽  
Multi Layer Perceptron ◽  
Fuzzy Neural

Este trabalho investiga a utilização de Sistemas Híbridos Inteligentes no sistema de reconhecimento de padrões de um nariz artificial. São abordadas as arquiteturas conexionistas Multi-Layer Perceptron e Time Delay Neural Network; e as arquiteturas híbridas Feature-weighted Detector e Evolving Fuzzy Neural Networks. Além dos classificadores, um filtro Wavelet é avaliado como método de pré-processamento para os sinais de odores. Foram analisados sinais gerados por um nariz artificial, composto por um conjunto de sensores de polímeros condutores, exposto a duas bases de odores distintas.

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