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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.

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

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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