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Handbook of neural network signal processing

Author: Yu Hen Hu; Jenq-Neng Hwang
Publisher: Boca Raton : CRC Press, ©2002.
Series: Electrical engineering and applied signal processing series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

Describes a range of neural network solutions for statistical signal processing and for applications in speech, video and biomedical signal processing.

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Genre/Form: Electronic books
Handbooks and manuals
Handbooks
Handbooks, manuals, etc
Additional Physical Format: Print version:
Handbook of neural network signal processing.
Boca Raton, FL : CRC Press, ©2002
(DLC) 2001035674
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yu Hen Hu; Jenq-Neng Hwang
ISBN: 9781420038613 1420038613
OCLC Number: 48506690
Description: 1 online resource (1 volume (various pagings)) : illustrations.
Contents: PART I --
NEURAL NETWORK FUNDAMENTS; Introduction to Artificial Neural Network for Signal Processing, Yu Hen Hu and Jenq-Neng Hwang; Multilayer Perceptrons, M.T. Manry; Radial Basis Networks, Andrew Back; Support Vector Machine, Klaus-Robert Muller; Committee Machines, Volker Tresp; PART II --
NEURAL NETWORK SOLUTIONS TO STATISTICAL SIGNAL PROCESSING PROBLEMS; Applications of ANN to Nonlinear Signal Processing, Jose Principe; Applications of ANN to Blind Deconvolution and Source Separation, Scott C. Douglas; Adaptive Principle Component Analysis, Konstantinos I. Diamantaras; Applications of ANN to System Identification, Jan Larsen; Applications of ANN to Time Series Prediction, Li Zhong Wu; PART III --
SIGNAL PROCESSING APPLICATIONS USING NEURAL NETWORKS; Applications of ANN to Speech Processing, Shigeru Katagiri; Applications of ANN to Video Signal Processing, Ling Guan; Applications of ANN to Biomedical Signal Processing, Tulay Adali and Yue Joseph Wang; Hierarchical Fuzzy Neural Networks for Pattern Classification, Jinshiuh Taur, Sung-Yuan Kung, and Shang Hung Lin
Series Title: Electrical engineering and applied signal processing series.
Responsibility: edited by Yu Hen Hu, Jenq-Neng Hwang.

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