1. Realistic Hodgkin–Huxley Axons Using Stochastic Behavior of Memristors

   • Mohammad Saeed Feali
   • Arash Ahmadi

   OriginalPaper 12 January 2016 Pages: 1 - 14

   

2. Novel Switching Jumps Dependent Exponential Synchronization Criteria for Memristor-Based Neural Networks

   • Sanbo Ding
   • Zhanshan Wang
   • Huaguang Zhang

   OriginalPaper 04 February 2016 Pages: 15 - 28

   

3. Hyperconic Multilayer Perceptron

   • Juan Pablo Serrano-Rubio
   • Arturo Hernández-Aguirre
   • Rafael Herrera-Guzmán

   OriginalPaper 24 February 2016 Pages: 29 - 58

   

4. A Neural Network Approach for Solving a Class of Fractional Optimal Control Problems

   • Javad Sabouri K.
   • Sohrab Effati
   • Morteza Pakdaman

   OriginalPaper 08 March 2016 Pages: 59 - 74

   

5. Multi-focus Image Fusion Based on the Improved PCNN and Guided Filter

   • Zhaobin Wang
   • Shuai Wang
   • Ying Zhu

   OriginalPaper 10 March 2016 Pages: 75 - 94

   

6. Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays

   • Qingbo Li
   • Jin Guo
   • Chang-Yin Sun

   OriginalPaper 15 March 2016 Pages: 95 - 108

   

7. Finite-Time Stability of a Class of CNNs with Heterogeneous Proportional Delays and Oscillating Leakage Coefficients

   • Bingwen Liu

   OriginalPaper 15 March 2016 Pages: 109 - 119

   

8. Pseudo Almost Automorphic Solutions of Recurrent Neural Networks with Time-Varying Coefficients and Mixed Delays

   • Chaouki Aouiti
   • Mohammed Salah M’hamdi
   • Abderrahmane Touati

   OriginalPaper 21 March 2016 Pages: 121 - 140

   

9. Exponential Stability of Pseudo Almost Periodic Solutions for Cellular Neural Networks with Multi-Proportional Delays

   • Yuehua Yu

   OriginalPaper 29 March 2016 Pages: 141 - 151

   

10. Semi-supervised Collective Classification in Multi-attribute Network Data

    • Shaokai Wang
    • Yunming Ye
    • Raymond Y. K. Lau

    OriginalPaper 01 April 2016 Pages: 153 - 172

    

11. Learning Invariant Features Using Subspace Restricted Boltzmann Machine

    • Jakub M. Tomczak
    • Adam Gonczarek

    OriginalPaper Open access 07 April 2016 Pages: 173 - 182

    

12. Pseudo Almost Periodic Solutions for SICNNs with Oscillating Leakage Coefficients and Complex Deviating Arguments

    • Aiping Zhang

    OriginalPaper 07 April 2016 Pages: 183 - 196

13. Unified and Coupled Self-Stabilizing Algorithms for Minor and Principal Eigen-pairs Extraction

    • Xiaowei Feng
    • Xiangyu Kong
    • Haomiao Liu

    OriginalPaper 18 April 2016 Pages: 197 - 222

    

14. Stability Analysis of Fractional-Order Hopfield Neural Networks with Time-Varying External Inputs

    • Shuo Zhang
    • Yongguang Yu
    • Lingling Geng

    OriginalPaper 23 April 2016 Pages: 223 - 241

    

15. On Chaotic Neural Network Design: A New Framework

    • Ke Qin

    OriginalPaper 27 April 2016 Pages: 243 - 261

    

16. Hierarchical Multilabel Classification with Optimal Path Prediction

    • Zhengya Sun
    • Yangyang Zhao
    • Hongwei Hao

    OriginalPaper 28 April 2016 Pages: 263 - 277

    

17. Fractional-Order Embedding Supervised Canonical Correlations Analysis with Applications to Feature Extraction and Recognition

    • Hong-Kun Ji
    • Quan-Sen Sun
    • Ze-Xuan Ji

    OriginalPaper 29 April 2016 Pages: 279 - 297

    

18. A Hybrid Heat Rate Forecasting Model Using Optimized LSSVM Based on Improved GSA

    • Chao Liu
    • Peifeng Niu
    • Weiping Zhang

    OriginalPaper 30 April 2016 Pages: 299 - 318

    

19. Online Learning Algorithms for Double-Weighted Least Squares Twin Bounded Support Vector Machines

    • Juntao Li
    • Yimin Cao
    • Huimin Xiao

    OriginalPaper 12 May 2016 Pages: 319 - 339

    

20. Evolving Fuzzy Min–Max Neural Network Based Decision Trees for Data Stream Classification

    • Zahra Mirzamomen
    • Mohammad Reza Kangavari

    OriginalPaper 08 June 2016 Pages: 341 - 363