Advances in Natural Computation: First International Conference神经计算进展 第1部分

The three volume set LNCS 3610, LNCS 3611, and LNCS 3612 constitutes the refereed proceedings of the First International Conference on Natural Computation, ICNC 2005, held in Changsha, China, in August 2005 as a joint event in federation with the Second International Conference on Fuzzy Systems and Knowledge Discovery FSKD 2005 (LNAI volumes 3613 and 3614).

The LNCS series reports state-of-the-art results in computer science research，development，and education，at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community，with numerous individuals，as well as with prestigious organizations and societies，LNCS has grown into the most comprehensive computer science research forum available.
The scope of LNCS，including its subseries LNAI，spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes.
—proceedings （published in time for the respective conference）
—post-proceedings （consisting of thoroughly revised final full papers）
—research monographs（which may be based on outstanding PhD work，research projects，technical reports，etc.）.

Neural Network Learning Algorithms
　A Novel Learning Algorithm for Wavelet Neural Networks
　Using Unscented Kalman Filter for Training the Minimal Resource Allocation Neural Network
　The Improved CMAC Model and Learning Result Analysis
　A New Smooth Support Vector Regression Based on c-Insensitive Logistic Loss Function
　Neural Network Classifier Based on the Features of Multi-lead ECG
　A New Learning Algorithm for Diagonal Recurrent Neural Network
　Study of On-Line Weighted Least
　Globally Exponential Stability Exponential Convergence Rate Time Varying Delays
　Squares Support Vector Machines
　Analysis and Estimation of the for Neural Networks with Multiple
　Locally Determining the Number of Neighbors in the k-Nearest
　Neighbor Rule Based on Statistical Confidence
　Fuzzy Self-organizing Map Neural Network Using Kernel PCA and the Application
　An Evolved Recurrent Neural Network and Its Application
　Self-organized Locally Linear Embedding for Nonlinear Dimensionality Reduction
　Active Learning for Probabilistic Neural Networks
　Adaptive Training of Radial Basis Function Networks Using Particle Swarm Optimization Algorithm
　A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
　A Novel Intrusions Detection Method Based on HMM Embedded Neural Network
　Generate Different Neural Networks by Negative Correlation Learning
　New Training Method and Optimal Structure of Backpropagation Networks
　Learning Outliers to Refine a Corpus for Chinese Webpage Categorization
　Bio-kernel Self-organizing Map for HIV Drug Resistance Classification
　A New Learning Algorithm Based on Lever Principle
　An Effective Method to Improve Convergence for Sequential Blind Source Separation
　A Novel LDA Approach for High-Dimensional Data
　Research and Design of Distributed Neural Networks with Chip Training Algorithm
……
Neural Network Architectures
Neurodynamics
Statistical Neural Network Models and Support Vector machiness
Other Topics in Neural Network Models
Cognitive Science
Neuroscience Informatics, Bioinformatics,a dn Bio=medical Engineering
Neural Network Applications: Communications and Computer Networks
Neural network Applications: Expert System and Informatics
Neural Network Applications: Financial Engineering
Other Applications of Natural Computations
Author Index