02180nam a2200301 a 4500 vtls000052716 KUKTEM 20251117150339.0 110411t2010 njuaf f b 001 0 eng d 9780471322702 (hardback) 0471322709 (hardback) 201109261603 fauzi 201109261603 fauzi 201107140034 VLOAD 201104111026 safura UMP QA76.87 .C57 2010 Cirrincione, Giansalvo Neural based orthogonal data fitting : the EXIN neural networks / Giansalvo Cirrincione, Maurizio Cirrincione Hoboken, NJ : John Wiley & Sons, c2010 xviii, 243 p., [12] p. of plates : ill. (some col.) ; 25 cm. Adaptive and learning systems for signal processing, communication, and control Includes bibliographical references (p. 227-237) and index Written by three leaders in the field of neural based algorithms, Neural Based Orthogonal Data Fitting proposes several neural networks, all endowed with a complete theory which not only explains their behavior, but also compares them with the existing neural and traditional algorithms. The algorithms are studied from different points of view, including: as a differential geometry problem, as a dynamic problem, as a stochastic problem, and as a numerical problem. All algorithms have also been analyzed on real time problems (large dimensional data matrices) and have shown accurate solutions. Where most books on the subject are dedicated to PCA (principal component analysis) and consider MCA (minor component analysis) as simply a consequence, this is the fist book to start from the MCA problem and arrive at important conclusions about the PCA problem."-- Provided by publisher Neural networks (Computer science) Numerical analysis Orthogonalization methods Cirrincione, Maurizio Adaptive and learning systems for signal processing, communication, and control 0 0 0 0 20000 20000 2019-09-04 263.19 0 QA76.87 .C57 2010 0000059511 2019-09-04 00:00:00 1 263.19 2019-09-04 OPEN VIRTUA40 56514 56520 VTLSSORT0080*0200*0201*0400*0900*1000*2450*2600*3000*4900*5040*5200*6500*6501*6502*7000*8300*9991