Jun Wang, Xiaofeng Liao, Zhang Yi (Eds.):
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I.
Lecture Notes in Computer Science 3496 Springer 2005, ISBN 3-540-25912-0
: Population Coding, Bayesian Inference and Information Geometry.
: One-Bit-Matching ICA Theorem, Convex-Concave Programming, and Combinatorial Optimization.
Walter J. Freeman
: Dynamic Models for Intention (Goal-Directedness) Are Required by Truly Intelligent Robots.
, Bing Liu
, Chunru Wan
: On the Universal Approximation Theorem of Fuzzy Neural Networks with Random Membership Function Parameters.
, Chunguo Li
: A New Definition of Sensitivity for RBFNN and Its Applications to Feature Reduction.
: Complexity of Error Hypersurfaces in Multilayer Perceptrons with General Multi-input and Multi-output Architecture.
, Jianqiao Yu
: Exponential Stability of Cohen-Grossberg Neural Networks with Delays.
, Minghui Jiang
, Xiaoxin Liao
: Global Exponential Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays and Continuously Distributed Delays.
, Jinde Cao
: Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays.
, Jinde Cao
: An Analysis for Periodic Solutions of High-Order BAM Neural Networks with Delays.
: Periodic Oscillation and Exponential Stability of a Class of Competitive Neural Networks.
, Shaorong Li
: Hopf Bifurcation in a Single Inertial Neuron Model with a Discrete Delay.
, Yanchun Liang
: Stability and Bifurcation of a Neuron Model with Delay-Dependent Parameters.
, Lidan Wang
: Associative Chaotic Neural Network via Exponential Decay Spatio-temporal Effect.
, Yixin Yin
: Pulsed Para-neural Networks (PPNN) Based on MEXORs and Counters.
, Zengqi Sun
: A Robust Learning Algorithm for Feedforward Neural Networks with Adaptive Spline Activation Function.
, Zhang Yi
: An Improved Backpropagation Algorithm Using Absolute Error Function.
, Jaewook Lee
: Solving Hard Local Minima Problems Using Basin Cells for Multilayer Perceptron Training.
: Multiagent Reinforcement Learning Algorithm Using Temporal Difference Error.
, Gengfeng Wu
: A Foremost-Policy Reinforcement Learning Based ART2 Neural Network and Its Learning Algorithm.
, Licheng Jiao
: Immunity Clonal Synergetic Learning of Unbalanced Attention Parameters in Synergetic Network.
, Xiuju Fu
: A Simple Rule Extraction Method Using a Compact RBF Neural Network.
, Chun-Bo Feng
: Neural Networks for Nonconvex Nonlinear Programming Problems: A Switching Control Approach.
, Chuangyin Dang
: A Hopfiled Neural Network for Nonlinear Constrained Optimization Problems Based on Penalty Function.
: An Improved Transiently Chaotic Neural Network for Solving the K-Coloring Problem.
, Ho-fung Leung
, Lixin Tang
: An Effective Algorithm Based on GENET Neural Network Model for Job Shop Scheduling with Release Dates and Due Dates.
, Yanyan Zhang
: Heuristic Combined Artificial Neural Networks to Schedule Hybrid Flow Shop with Sequence Dependent Setup Times.
: A Neural Network Based Heuristic for Resource-Constrained Project Scheduling.
, Yang Yang
, Jinsheng Fan
: Fuzzy Multi-class SVM Classifier Based on Optimal Directed Acyclic Graph Using in Similar Handwritten Chinese Characters Recognition.
, Bao-Liang Lu
: A Hierarchical and Parallel Method for Training Support Vector Machines.
: Designing Nonlinear Classifiers Through Minimizing VC Dimension Bound.
: Controlling Chaotic Systems via Support Vector Machines Without Analytical Model.
, Ping Guo
: Support Vector Regression for Software Reliability Growth Modeling and Prediction.
, Zhang Yi
: An Efficient Independent Component Analysis Algorithm for Sub-Gaussian Sources.
, Xingzhou Jiang
: Locally Spatiotemporal Saliency Representation: The Role of Independent Component Analysis.
: A Multistage Decomposition Approach for Adaptive Principal Component Analysis.
: Robust Beamforming by a Globally Convergent MCA Neural Network.