2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)

摘要

The following topics are dealt with: localized neural network based distributional learning for knowledge discovery in protein databases; analog auditory perception model for robust speech recognition; network with on-chip learning; mixed analog/digital chaotic neuro-computer prototype: 400-neuron dynamical associative memory; robust control system design and its application to UAV flight; a reinforcement learning algorithm to improve scheduling search heuristics with the SVM for stock price prediction; recurrent neural control for rollover prevention on heavy vehicles; optimized classification of multiclass applied to-EMG-control of hand prostheses; denoising using local ICA and kernel-PCA; an approach employing signal sparse representation in wavelet domain for undetermined blind source separation; quadratic assignment problems using switched-current chaotic neuron IC; global optimisation methods for choosing the connectivity pattern of N-tuple classifiers; fault detection of power transformer; a neural-genetic algorithm for feature selection and breast abnormality classification in digital mammography; dynamic fuzzy method to tune the factors of neural fuzzy PID controller; map building and localization on autonomous mobile robot; hydrocarbon reservoirs from geophysical well logs using intelligent systems.