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人工神经网络-ICANN2002/会议录 Artificial neural networks--ICANN 2002

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人工神经网络-ICANN2002/会议录 Artificial neural networks--ICANN 2002

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作 者:Jose R. Dorronsoro 著

出 版 社:湖南文艺出版社

出版时间:2002-12-1

I S B N:9783540440741

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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

This book constitutes the refereed proceedings of the International Conference on Artificial Neural Networks, ICANN 2002, held in Madrid, Spain in August 2002.The 221 revised papers presented were carefully reviewed and selected from more than 450 submissions. The book presents parts on computational neuroscience, connectionist cognitive science, data analysis and pattern recognition, kernel methods, robotics and control, selforganization, signal and time series analysis, and vision and image processing.

作者简介

目录

Computational Neuroscience
A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data
 A Neural Model of Spatio Temporal Coordination in Prehension
 Stabilized Dynamics in Physiological and Neural Systems Despite Strongly Delayed Feedback
 Learning Multiple Feature Representations from Natural Image Sequences
 Analysis of Biologically Inspired Small-World Networks
 Receptive Fields Similar to Simple Cells Maximize Temporal Coherence in Natural Video
 Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks
 Multiple Forms of Activity-Dependent Plasticity Enhance Information Transfer at a Dynamic Synapse
 Storage Capacity of Kernel Associative Memories
 Macrocolumns as Decision Units
 Nonlinear Analysis of Simple Cell Tuning in Visual Cortex
 Clustering within Integrateiand-Fire Neurons for Image Segmentation
 Symmetry Detection Using Global-Locally Coupled Maps
 Applying Slow Feature Repertoire of Complex
 Analysis to Image Cell Properties  Sequences Yields a Rich
 Combining Multimodal Sensory Input for Spatial Learning
 A Neural Network Model Generating Invariance for Visual Distance
 Modeling Neural Control of Locomotion: Integration of Reflex Circuits with CPG
 Comparing the Information Encoded by Different Brain Areas with Functional hnaging Techniques
 Mean-Field Population Dynamics of Spiking Neurons with Random Synaptic Delays
 Stochastic Resonance and Finite Resolution in a Network of Leaky Integrate-and-Fire Neurons
 Reducing Communication for Distributed Learning in Neural Networks
 Flow Diagrams of the Quadratic Neural Network
 Dynamics of a Plastic Cortical Network Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron
 Small-World Effects in Lattice Stochastic Diffusion Search
……
Cinnectionist Cognitive Science
Data Analysis and Pattern Recognition
Kernel Methods
Robtics and Control
Selforganization
Signal and Time Series Analysis
Vision and Image Processing
Special Session:Adaptivity in Neural Computation
Special Session:Recurrent Nerural Systems
Author Index

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