Neural Networks for Signal Processing - Proceedings of the IEEE Workshop

S. Y. Kung, F. Fallside, J. A.A. Sorenson, C. A. Kamm

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

The proceedings contain 63 papers. The topics discussed include: an electronic parallel neural CAM for decoding; adaptive training of feedback neural networks for non-linear filtering; a partial analysis of stochastic convergence in a generalized two-layer perceptron with backpropagation learning; a fast simulator for neural networks on DSPs or FPGAs; real-time CCD-based neural network systems for pattern recognition applications; NETMAP - software tool for mapping neural networks onto parallel computers; adaptive decision-feedback equalizer using forward-only counterpropagation networks for Rayleigh fading channels; constructing neural networks for contact tracking; neural networks and nonparametric regression; dispersive networks for nonlinear adaptive filtering; a recurrent neural network for nonlinear time series prediction - a comparative study; generalized feedforward filters with complex poles; application of frequency-domain neural networks to the active control of harmonic vibrations in nonlinear structural systems; noise density estimation using neural networks; and prediction with recurrent networks.

Original languageEnglish (US)
Title of host publicationNeural Networks for Signal Processing II - Proceedings of the 1992 IEEE Workshop
EditorsC.A. Kamm, S.Y. Kung, J. Aa. Sorenson, F. Fallside
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)0780305574
StatePublished - Jan 1 1992
Event1992 IEEE Workshop on Neural Networks for Signal Processing II - Helsingoer, Denmark
Duration: Aug 31 1992Sep 2 1992

Publication series

NameNeural Networks for Signal Processing - Proceedings of the IEEE Workshop

Other

Other1992 IEEE Workshop on Neural Networks for Signal Processing II
CountryDenmark
CityHelsingoer
Period8/31/929/2/92

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Artificial Intelligence
  • Software
  • Computer Networks and Communications
  • Signal Processing

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