Abstract and Applied Analysis

Neurodynamic System Theory and Applications


Publishing date
24 May 2013
Status
Published
Submission deadline
04 Jan 2013

Lead Editor
Guest Editors

1Department of Mathematics, Southeast University, Nanjing, China

2Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK

3School of Information & Control, Nanjing University of Information Science & Technology, Nanjing, China


Neurodynamic System Theory and Applications

Description

As neurodynamic systems have a wide range of applications in such fields as optimization, linear and nonlinear programming, associative memory, pattern recognition, computer vision, and so on, there has arisen, for seeking powerful theoretical supports of such applications, an urgent requirement for intensive research on neurodynamics theory, including convergence, stability, oscillation, bifurcation, and chaos.

Mathematical work on neurodynamics has increased in recent years. In view of some inevitable practical problems, including delay, stochastic disturbance, diffusion, and abrupt change, nowadays various neurodynamic systems have been formed, for example, delayed neural networks, stochastic neural networks, impulsive neural networks, reaction-diffusion neural networks, fuzzy neural networks, and so forth. The theory study of all these mathematical frameworks will pave the way for a more comprehensive understanding of the dynamic states of neural networks and therefore is of great significances for future realistic modeling studies of the brain.

This special issue is focused on the theory and applications of neurodynamic systems. This special issue will become an international forum for researchers to summarize the most recent developments and ideas in the field, with a special emphasis given to the technical and observational results obtained within the last five years. Potential topics include, but are not limited to:

  • Delayed neural systems
  • Stochastic neural systems
  • Impulsive neural systems
  • Reaction-diffusion neural systems
  • Fuzzy neural systems
  • Evolutionary neural systems
  • Mathematical modeling of neural systems
  • Neurodynamic optimization and adaptive dynamic programming
  • Cognitive models
  • Pattern recognition
  • Neural network applications

Before submission authors should carefully read over the journal's Author Guidelines, which are located at http://www.hindawi.com/journals/aaa/guidelines/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System at http://mts.hindawi.com/submit/journals/aaa/nsta/ according to the following timetable:


Articles

  • Special Issue
  • - Volume 2013
  • - Article ID 734536
  • - Editorial

Neurodynamic System Theory and Applications

Jinde Cao | Xuerong Mao | Qi Luo
  • Special Issue
  • - Volume 2013
  • - Article ID 420605
  • - Research Article

Study of the Method of Multi-Frequency Signal Detection Based on the Adaptive Stochastic Resonance

Zhenyu Lu | Tingya Yang | Min Zhu
  • Special Issue
  • - Volume 2013
  • - Article ID 325310
  • - Research Article

Stability of Impulsive Neural Networks with Time-Varying and Distributed Delays

Qi Luo | Xinjie Miao | ... | Zhengxin Zhou
  • Special Issue
  • - Volume 2013
  • - Article ID 128625
  • - Research Article

Numerical Analysis for Stochastic Partial Differential Delay Equations with Jumps

Yan Li | Junhao Hu
  • Special Issue
  • - Volume 2013
  • - Article ID 631639
  • - Research Article

A Note on the Observability of Temporal Boolean Control Network

Wenping Shi | Bo Wu | Jing Han
  • Special Issue
  • - Volume 2013
  • - Article ID 132619
  • - Research Article

New Results on Impulsive Functional Differential Equations with Infinite Delays

Jie Yang | Bing Xie
  • Special Issue
  • - Volume 2013
  • - Article ID 752953
  • - Research Article

Stationary in Distributions of Numerical Solutions for Stochastic Partial Differential Equations with Markovian Switching

Yi Shen | Yan Li
  • Special Issue
  • - Volume 2013
  • - Article ID 402031
  • - Research Article

Synchronization in Array of Coupled Neural Networks with Unbounded Distributed Delay and Limited Transmission Efficiency

Xinsong Yang | Mengzhe Zhou | Jinde Cao
  • Special Issue
  • - Volume 2013
  • - Article ID 870486
  • - Research Article

An LMI Approach for Dynamics of Switched Cellular Neural Networks with Mixed Delays

Chuangxia Huang | Hanfeng Kuang | ... | Fenghua Wen
  • Special Issue
  • - Volume 2013
  • - Article ID 131836
  • - Research Article

Exponential Stability of Impulsive Delayed Reaction-Diffusion Cellular Neural Networks via Poincaré Integral Inequality

Xianghong Lai | Tianxiang Yao
Abstract and Applied Analysis
 Journal metrics
Acceptance rate14%
Submission to final decision40 days
Acceptance to publication54 days
CiteScore1.300
Impact Factor-
 Submit