Abstract and Applied Analysis

Recent Developments on Time-Delay Neural Networks


Publishing date
17 Apr 2015
Status
Published
Submission deadline
28 Nov 2014

Lead Editor

1Zhejiang University, Hangzhou, China

2Hangzhou Dianzi University, Hangzhou, China

3Beijing University of Aeronautics and Astronautics, Beijing, China

4KTH Royal Institute of Technology, Stockholm, Sweden

5The Ohio State University, Columbus, USA


Recent Developments on Time-Delay Neural Networks

Description

For more than a decade, many researchers have paid attention to neural networks due to the fact that neural networks have been successfully applied in a variety of areas, such as signal processing, pattern recognition, and combinatorial optimization. In recent years, neural networks with time-delay have also been studied extensively because time-delays do occur in electronic implementation of analog neural networks due to the transmission of signal and the finite switching speed of amplifiers and may lead to the instability and poor performance of systems, and a great number of important and interesting results have been obtained on the analysis and synthesis of time-delay neural networks, including stability analysis, state estimation, passivity, and so forth.

The objective of this special issue is to present the recent developments on the theory and applications of neural networks with time-delay. All the submissions are expected to contain original ideas and novel approaches. Papers presenting newly emerging fields are especially welcome.

Potential topics include, but are not limited to:

  • Stability and state estimation
  • Performance analysis
  • Synchronization
  • Intelligent control
  • Memristor-based neural networks
  • Coupled neural networks
  • Multiagent systems
  • Modeling of neural networks
  • Real world applications

Articles

  • Special Issue
  • - Volume 2015
  • - Article ID 865409
  • - Editorial

Recent Developments on Time-Delay Neural Networks

Zheng-Guang Wu | Yun Chen | ... | Hui Zhang
  • Special Issue
  • - Volume 2015
  • - Article ID 296436
  • - Research Article

Multimodel Modeling and Predictive Control for Direct-Drive Wind Turbine with Permanent Magnet Synchronous Generator

Lei Wang | Tao Shen | Chen Chen
  • Special Issue
  • - Volume 2015
  • - Article ID 989201
  • - Research Article

New Pinning Synchronization of Complex Networks with Time-Varying Coupling Strength and Nondelayed and Delayed Coupling

Guoliang Wang | Zhongbao Yue | Feng Wang
  • Special Issue
  • - Volume 2015
  • - Article ID 720249
  • - Research Article

A Novel Model of Conforming Delaunay Triangulation for Sensor Network Configuration

Yan Ma | Yan-ling Hao | Feng-min Tian
  • Special Issue
  • - Volume 2014
  • - Article ID 765871
  • - Research Article

Nonlinear Time-Delay Suspension Adaptive Neural Network Active Control

Yue Zhu | Sihong Zhu
  • Special Issue
  • - Volume 2014
  • - Article ID 906917
  • - Research Article

Robust Stabilization of Linear Switching Systems with Both Input and Communication Delays

Lili Jia | Zunbing Sheng
  • Special Issue
  • - Volume 2014
  • - Article ID 501860
  • - Research Article

An Adaptive Regulator for Space Teleoperation System in Task Space

Chao Ge | Weiwei Zhang | ... | Xiaoyi Li
Abstract and Applied Analysis
 Journal metrics
Acceptance rate14%
Submission to final decision40 days
Acceptance to publication54 days
CiteScore1.200
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