1. The Multilayer Random Neural Network

   • Jose Aguilar
   • Cristhian Molina

   OriginalPaper 27 July 2012 Pages: 111 - 133

2. A New Locality-Preserving Canonical Correlation Analysis Algorithm for Multi-View Dimensionality Reduction

   • Fengshan Wang
   • Daoqiang Zhang

   OriginalPaper 27 July 2012 Pages: 135 - 146

3. Delay Dependent Exponential Stability for Fuzzy Recurrent Neural Networks with Interval Time-Varying Delay

   • R. Chandran
   • P. Balasubramaniam

   OriginalPaper 31 August 2012 Pages: 147 - 161

4. Quantized Neural Modeling: Hybrid Quantized Architecture in Elman Networks

   • Penghua Li
   • Yi Chai
   • Qingyu Xiong

   OriginalPaper 18 September 2012 Pages: 163 - 187

5. Accelerating a Recurrent Neural Network to Finite-Time Convergence for Solving Time-Varying Sylvester Equation by Using a Sign-Bi-power Activation Function

   • Shuai Li
   • Sanfeng Chen
   • Bo Liu

   OriginalPaper 12 September 2012 Pages: 189 - 205

6. Translation Invariance in the Polynomial Kernel Space and Its Applications in kNN Classification

   • György Kovács
   • András Hajdu

   OriginalPaper 12 September 2012 Pages: 207 - 233