Nonlinear Dynamical Systems by Irwin W Sandberg
Examining a specialised part of neural networks, with applications in control, signal processing and time series analysis, this title provides an up-to-date treatment of a class of nonlinear dynamical systems using feed forward neural network structures.-
Complex Valued Nonlinear Adaptive Filters
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Independent Component Analysis
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Handbook on Array Processing and Sensor Networks
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Space-Time Layered Information Processing for Wireless Communications
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Least-Mean-Square Adaptive Filters
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Recurrent Neural Networks for Prediction
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Stable Adaptive Control and Estimation for Nonlinear Systems
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Adaptive Control of Systems with Actuator and Sensor Nonlinearities
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Kalman Filtering and Neural Networks
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Unsupervised Adaptive Filtering, Blind Deconvolution
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Radio Resource Management in Multi-Tier Cellular Wireless Networks
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Regularized Radial Basis Function Networks
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Robust Systems Theory and Applications
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Principal Component Neural Networks
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Acoustic Echo and Noise Control
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Data-Variant Kernel Analysis
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The Roots of Backpropagation
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Adaptive Control Design and Analysis
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Intelligent Image Processing
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Fuzzy And Neural Approaches in Engineering
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Nonlinear and Adaptive Control Design
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Kernel Adaptive Filtering
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Adaptive Signal Processing
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Correlative Learning
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Statistical Learning Theory
"…an interesting book, useful for researchers in network theory…" (Dynamical Systems Magazine, July 2006)
IRWIN W. SANDBERG is a chaired professor at the University of Texas at Austin.
JAMES T. LO teaches in the Department of Mathematics and Statistics, University of Maryland.
CRAIG L. FANCOURT is a member of the Adaptive Image and Signal Processing Group at the Sarnoff Corp. in Princeton, New Jersey.
JOSE C. PRINCIPE is BellSouth Professor in the Electrical and Computer Engineering Department at the University of Florida, Gainesville.
SHIGERU KATAGIRI leads research on speech and hearing at NTT Communication Science Laboratories, Kyoto, Japan.
SIMON HAYKIN teaches at McMaster University in Hamilton, Ontario, Canada. He has authored or coauthored over a dozen Wiley titles.
JAMES T. LO teaches in the Department of Mathematics and Statistics, University of Maryland.
CRAIG L. FANCOURT is a member of the Adaptive Image and Signal Processing Group at the Sarnoff Corp. in Princeton, New Jersey.
JOSE C. PRINCIPE is BellSouth Professor in the Electrical and Computer Engineering Department at the University of Florida, Gainesville.
SHIGERU KATAGIRI leads research on speech and hearing at NTT Communication Science Laboratories, Kyoto, Japan.
SIMON HAYKIN teaches at McMaster University in Hamilton, Ontario, Canada. He has authored or coauthored over a dozen Wiley titles.
| SKU | Unavailable |
| ISBN 13 | 9780471349112 |
| ISBN 10 | 0471349119 |
| Title | Nonlinear Dynamical Systems |
| Author | Irwin W Sandberg |
| Series | Adaptive And Cognitive Dynamic Systems: Signal Processing Learning Communications And Control |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | John Wiley & Sons Inc |
| Year published | 2001-01-23 |
| Number of pages | 312 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |