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神经信息处理LNCS-4232: Neural information processing

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神经信息处理LNCS-4232: Neural information processing

最 低 价:¥1030.10

定 价:¥1197.80

作 者:IrwinKing 著

出 版 社:湖南文艺出版社

出版时间:2006-12-1

I S B N:9783540464792

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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 three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conference on Neural Information Processing, ICONIP 2006, held in Hong Kong, China in October 2006.
  The 386 revised full papers presented were carefully reviewed and selected from 1175 submissions. The 126 papers of the first volume are organized in topical sections on neurobiological modeling and analysis, cognitive processing, mathematical modeling and analysis, learning algorithms, support vector machines, self-organizing maps, as well as independent component analysis and blind source separation. The second volume contains 128 contributions related to pattern classification, face analysis and processing, image processing, signal processing, computer vision, data pre-processing, forecasting and prediction, as well as neurodynamic and particle swarm optimization. The third volume offers 131 papers that deal with bioinformatics and biomedical applications, information security, data and text processing, financial applications, manufacturing systems, control and robotics, evolutionary algorithms and systems, fuzzy systems, and hardware implementations.

作者简介

目录

Neurobiological Modeling and Analysis
How Reward Can Induce Reverse Replay of Behavioral Sequences in the Hippocampus
 Analysis of Early Hypoxia EEG Based on a Novel Chaotic Neural Network
 BCM-Type Synaptic Plasticity Model Using a Linear Summation of Calcium Elevations as a Sliding Threshold 
 A New Method for Multiple Spike Train Analysis Based on Information Discrepancy
 Self-organizing Rhythmic Patterns with Spatio-temporal Spikes in Class I and Class II Neural Networks
 Self-organization Through Spike-Timing Dependent Plasticity Using Localized Synfire-Chain Patterns
 Comparison of Spike-Train Responses of a Pair of Coupled Neurons Under the External Stimulus
 Fatigue-Induced Reversed Hemispheric Plasticity During Motor Repetitions: A Brain Electrophysiological Study 
 Functional Differences Between the Spatio-temporal Learnin Rule (STLR) and Hebb Type (HEBB) in Single Pyramidal Cells in the Hippocampal CA1 Area
 Ratio of Average Inhibitory to Excitatory Conductance Modulates the Response of Simple Cell
Cognitive Processing
 Sequence Disambiguation by Functionally Divided Hippocampal CA3 Model
 A Time-Dependent Model of Information Capacity of Visual Attention
 Learning with Incrementality
 Lability of Reactivated Human Declarative Memory
 A Neuropsychologically-Inspired Computational Approach to the Generalization of Cerebellar Learning
 A Neural Model for Stereo Transparency with the Population of the Disparity Energy Models
 Functional Connectivity in the Resting Brain: An Analysis Based on ICA
 Semantic Addressable Encoding
 Top-Down Attention Guided Object Detection
……
Learning Algorithms
Support Vector Machines
Self-Organizing Map
Independet Component Analysis and Blind Source Separation
Author Index

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