Kernel Adaptive Filtering by Weifeng Liu
* On-line learning is a fundamental tool in adaptive signalprocessing * Presents on-line learning from a signal processingperspective.-
Complex Valued Nonlinear Adaptive Filters
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MATLAB Supplement to Fuzzy and Neural Approaches in Engineering
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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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Nonlinear Dynamical Systems
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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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Adaptive Signal Processing
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Correlative Learning
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Statistical Learning Theory
Weifeng Liu, PhD, is a senior engineer of the Demand Forecasting Team at Amazon.com Inc. His research interests include kernel adaptive filtering, online active learning, and solving real-life large-scale data mining problems.
José C. Principe is Distinguished Professor of Electrical and Biomedical Engineering at the University of Florida, Gainesville, where he teaches advanced signal processing and artificial neural networks modeling. He is BellSouth Professor and founder and Director of the University of Florida Computational Neuro-Engineering Laboratory.
Simon Haykin is Distinguished University Professor at McMaster University, Canada.He is world-renowned for his contributions to adaptive filtering applied to radar and communications. Haykin's current research passion is focused on cognitive dynamic systems, including applications on cognitive radio and cognitive radar.
| SKU | Unavailable |
| ISBN 13 | 9780470447536 |
| ISBN 10 | 0470447532 |
| Title | Kernel Adaptive Filtering |
| Author | Weifeng Liu |
| Series | Adaptive And Cognitive Dynamic Systems: Signal Processing Learning Communications And Control |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | John Wiley & Sons Inc |
| Year published | 2010-03-12 |
| Number of pages | 240 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |