Computational and Mathematical Methods in Medicine

Computational Neuroscience


Publishing date
14 Feb 2014
Status
Published
Submission deadline
27 Sep 2013

Lead Editor

1Research Center for Complex Systems and Network Sciences, Southeast University, Nanjing, China

2School of Automation, Southeast University, Nanjing, China

3Department of Computer Engineering, Istanbul University, Istanbul, Turkey

4College of Science, Linyi University, Linyi, China

5College of Mathematics and System Sciences, Xinjiang University, Xinjiang, China

6Department of Mathematics, King Abdulaziz University, Jeddah, Saudi Arabia


Computational Neuroscience

Description

In the past few years, a significant amount of research has been done on computational neuroscience. Among them, a lot of topics have inspired researchers' interests, such as artificial neural networks inspired by biological neural networks, associative memories inspired by human memories, and construction and analysis of genetic regulatory networks. They have wide applications in science and engineering, such as pattern recognition, machine learning, signal processing, robot control, planning and decision making, and real-time optimization. The models aroused in these aspects include backpropagation models, extreme learning machine, cellular neural networks, genetic regulatory networks, associative memory networks, and neurodynamic optimization models.

The main focus of this special issue will be on the new and existing models of computational neuroscience with their applications. The 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 theoretical and observational results obtained within the last five years. Potential topics include, but are not limited to:

  • Computational neural models
  • Neurodynamic optimization
  • Genetic network models and analysis
  • Learning and memory
  • Neurodynamics, complex systems, and chaos
  • Intelligent systems and control
  • Brain-like systems
  • Bioinformatics and biomedical engineering
  • Neuroinformatics and neuroengineering
  • Systems biology

Before submission authors should carefully read over the journal’s Author Guidelines, which are located at http://www.hindawi.com/journals/cmmm/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/cmmm/cn/ according to the following timetable:


Articles

  • Special Issue
  • - Volume 2014
  • - Article ID 120280
  • - Editorial

Computational Neuroscience

Jinde Cao | Qingshan Liu | ... | Ahmed Elaiw
  • Special Issue
  • - Volume 2014
  • - Article ID 690349
  • - Research Article

An Improved FCM Medical Image Segmentation Algorithm Based on MMTD

Ningning Zhou | Tingting Yang | Shaobai Zhang
  • Special Issue
  • - Volume 2014
  • - Article ID 426902
  • - Research Article

A 3D Finite-Difference BiCG Iterative Solver with the Fourier-Jacobi Preconditioner for the Anisotropic EIT/EEG Forward Problem

Sergei Turovets | Vasily Volkov | ... | Allen D. Malony
  • Special Issue
  • - Volume 2014
  • - Article ID 926312
  • - Research Article

Image Mosaic Method Based on SIFT Features of Line Segment

Jun Zhu | Mingwu Ren
  • Special Issue
  • - Volume 2014
  • - Article ID 759805
  • - Research Article

Incremental Activation Detection for Real-Time fMRI Series Using Robust Kalman Filter

Liang Li | Bin Yan | ... | Jianxin Li
  • Special Issue
  • - Volume 2014
  • - Article ID 174274
  • - Research Article

The Effect of Inhibitory Neuron on the Evolution Model of Higher-Order Coupling Neural Oscillator Population

Yi Qi | Rubin Wang | ... | Ying Du
  • Special Issue
  • - Volume 2013
  • - Article ID 618743
  • - Research Article

Analyzing EEG of Quasi-Brain-Death Based on Dynamic Sample Entropy Measures

Li Ni | Jianting Cao | Rubin Wang
  • Special Issue
  • - Volume 2013
  • - Article ID 182145
  • - Research Article

Large-Scale Modeling of Epileptic Seizures: Scaling Properties of Two Parallel Neuronal Network Simulation Algorithms

Lorenzo L. Pesce | Hyong C. Lee | ... | Wim van Drongelen
  • Special Issue
  • - Volume 2013
  • - Article ID 380245
  • - Research Article

The Study of Randomized Visual Saliency Detection Algorithm

Yuantao Chen | Weihong Xu | ... | Shangbing Gao
  • Special Issue
  • - Volume 2013
  • - Article ID 653204
  • - Research Article

Global Stability of HIV Infection of CD4+ T Cells and Macrophages with CTL Immune Response and Distributed Delays

A. M. Elaiw | R. M. Abukwaik | E. O. Alzahrani
Computational and Mathematical Methods in Medicine
 Journal metrics
Acceptance rate38%
Submission to final decision60 days
Acceptance to publication38 days
CiteScore1.840
Impact Factor1.563
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