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A comprehensive and authoritative treatment of adaptive blind signal and image processing techniques, offering detailed theory and practical algorithms for blind source separation, independent/principal/minor component analysis, multichannel blind deconvolution, equalization, and adaptive filtering. The book addresses multi‑input/multi‑output and multisensory systems mathematics, presents numerous learning methods (online adaptive nonlinear algorithms), and includes applications for signal and image separation, decomposition and filtering — making it a foundational resource for researchers, engineers, and graduate students working in communications, biomedical engineering, neural networks, and data analytics.
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Publisher: John Wiley & Sons, Ltd.
Publishing Year: 2002
ISBN: Andrzej Cichocki; Shun‑ichi Amari
Pages: 586