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神经计算进展 Advances in natural computation

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神经计算进展 Advances in natural computation

最 低 价:¥952.40

定 价:¥1107.40

作 者:LichengJiao 著

出 版 社:湖南文艺出版社

出版时间:2006-12-1

I S B N:9783540459019

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编辑推荐

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 resarch 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 publised traditionally includes.
-proceedings(published in time for the respective conference)
-post-proceedings(consisting of thoroughly revised final full papers)
-research monographs(which may be basde on outstanding PhD work, research projects, technical reports, etc.)

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.

作者简介

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

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