A Learning Algorithm for Evolving Cascade Neural Networks Vitaly Schetinin OriginalPaper Pages: 21 - 31
Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed-point Learning Algorithm Gursel SerpenYifeng Xu OriginalPaper Pages: 33 - 41
A Note on the Universal Approximation Capability of Support Vector Machines Barbara HammerKai Gersmann OriginalPaper Pages: 43 - 53
A New Learning Algorithm Using Simultaneous Perturbation with Weight Initialization T. KathirvalavakumarP. Thangavel OriginalPaper Pages: 55 - 68
Topic Identification in Dynamical Text by Complexity Pursuit Ella BinghamAta KabánMark Girolami OriginalPaper Pages: 69 - 83
A Data-Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex-Valued Neural Adaptive Filters Andrew I. HannaDanilo P. Mandic OriginalPaper Pages: 85 - 91
Differential Evolution Training Algorithm for Feed-Forward Neural Networks Jarmo IlonenJoni-Kristian KamarainenJouni Lampinen OriginalPaper Pages: 93 - 105
Global Robust Exponential Stability of Interval Neural Networks with Delays Changyin SunChun-Bo Feng OriginalPaper Pages: 107 - 115