Regularized Radial Basis Function Networks by Paul V Yee
Dieser Band besch ftigt sich mit RBFNs, einer Klasse von Netzwerken, die in neuronalen Netzen f r spezielle Anwendungen, beispielsweise in der nichtlinearen Proze absch tzung und -steuerung, Einsatz finden. Alle wichtigen mathematischen Begriffe und Theoreme werden ausf hrlich erl utert. Ein ma gebliches Buch zu einer hochmodernen Technologie-
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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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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Kernel Adaptive Filtering
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Adaptive Signal Processing
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Correlative Learning
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Statistical Learning Theory
"To serve as a bridge between nonparametric estimation and artificial neural networks, Yee..and Haykin...examines the interplay of ides in the two ideas." (SciTech Book News Vol. 25, No. 2 June 2001)
Paul V. Yee is the author of Regularized Radial Basis Function Networks: Theory and Applications, published by Wiley.
Simon Haykin is the author of Regularized Radial Basis Function Networks: Theory and Applications, published by Wiley.
| SKU | Unavailable |
| ISBN 13 | 9780471353492 |
| ISBN 10 | 0471353493 |
| Title | Regularized Radial Basis Function Networks |
| Author | Paul V Yee |
| Series | Adaptive And Cognitive Dynamic Systems: Signal Processing Learning Communications And Control |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | John Wiley & Sons Inc |
| Year published | 2001-04-24 |
| Number of pages | 208 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |