人工神經網絡-ICANN2002/會議錄 Artificial neural networks

內容概要

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.

書籍目錄

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 ScienceData Analysis and Pattern RecognitionKernel MethodsRobtics and ControlSelforganizationSignal and Time Series AnalysisVision and Image ProcessingSpecial Session:Adaptivity in Neural ComputationSpecial Session:Recurrent Nerural SystemsAuthor Index

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