神经计算进展 Advances in natural computation
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作者： Licheng Jiao 著
出 版 社： 湖南文艺出版社
出版时间： 2006-12-1字数：版次： 1页数： 992印刷时间： 2006/12/01开本：印次：纸张： 胶版纸I S B N ： 9783540459019包装： 平装编辑推荐
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内容简介
The two volume set LNCS 4221 and LNCS 4222 constitutes the refereed proceedings of the Second International Conference on Natural Computation, ICNC 2006, held in Xi'an, China, in September 2006 as a joint event in federation with the Third International Conference on Fuzzy Systems and Knowledge Discovery FSKD 2006 (LNAI 4223).
After a demanding review process 168 carefully revised full papers and 86 revised short papers were selected from 1915 submissions for presentation in two volumes. The first volume includes 130 papers related to artificial neural networks, natural neural systems and cognitive science, neural network applications, as well as evolutionary computation: theory and algorithms. The 124 papers in the second volume are orgainzed in topical sections on other topics in natural computation, natural computation techniques applications, hardware, and cross-disciplinary topics.
目录
Artificial Neural Networks
Hypersphere Support Vector Machines Based on Multiplicative Updates
The Study of Leave-One-Out Error-Based Classification Learning Algorithm for Generalization Performance
Gabor Feature Based Classification Using LDA/QZ Algorithm for Face Recognition
Breast Cancer Detection Using Hierarchical B-Spline Networks
Ensemble-Based Discriminant Manifold Learning for Face Recognition
Perceptual Leanfing Inspired Model Selection Method of Neural Networks
Improving Nearest Neighbor Rule with a Simple Adaptive Distance Measure
A Sparse Kernel-Based Least-Squares Temporal Difference Algorithm for Reinforcement Learning Independent Component Analysis Based Blind Deconvolution of Spectroscopic Data
Parameterized Semi-supervised Classification Based on Support Vector for Multi-relational Data
Credit Scoring Model Based on Neural Network with Particle Swarm Optimization
A Novel CFNN Model for Designing Complex FIR Digital Filters
SAPSO Neural Network for Inspection of Non-development Hatching Eggs
Research on Stereographic Projection and It's Application on Feed Forward Neural Network
Fuzzy CMAC with Online Learning Ability and Its Application
Multiresolution Neural Networks Based on Immune Particle Swarm Algorithm
Multieategory Classification Based oil the Hypereube Self-Organizing Mapping (SOM) Scheme
Increased Storage Capacity in Hopfield Networks by Small-World Topology
Associative Memory with Small World Connectivity Built on Watts-Strogatz Model
A Hopfiled Neural Network Based on Penalty Function with Objective Parameters
Study on Discharge Patterns of Hindmarsh-Rose Neurons Under Slow Wave Current Stinmlation
Proximal SVM Ensemble Based on Feature Selection
……
Natural Neural Systems and Cognitive Science
Neural Network Applications
Evolutionary Computation: Theory and Algorithms
Author index
