Independent Component Analysis by Erkki Oja
A comprehensive introduction to ICA for students and practitioners Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing.-
Complex Valued Nonlinear Adaptive Filters
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MATLAB Supplement to Fuzzy and Neural Approaches in Engineering
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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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Kernel Adaptive Filtering
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Adaptive Signal Processing
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Correlative Learning
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Statistical Learning Theory
"..researchers...introduce independent component analysis as a statistical and computational technique for revealing hidden factors that underlie sets of random variables, measurements, or signals." (SciTech Book News, Vol. 25, No. 4, December 2001)
AAPO HYVÄRINEN, PhD, is Senior Fellow of the Academy of Finland and works at the Neural Networks Research Center of Helsinki University of Technology in Finland.
JUHA KARHUNEN and ERKKI OJA are professors at the Neural Networks Research Center of Helsinki University of Technology in Finland.
JUHA KARHUNEN and ERKKI OJA are professors at the Neural Networks Research Center of Helsinki University of Technology in Finland.
| SKU | Unavailable |
| ISBN 13 | 9780471405405 |
| ISBN 10 | 047140540X |
| Title | Independent Component Analysis |
| Author | Erkki Oja |
| Series | Adaptive And Cognitive Dynamic Systems: Signal Processing Learning Communications And Control |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | John Wiley & Sons Inc |
| Year published | 2001-06-29 |
| Number of pages | 504 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |