Subspace Learning of Neural Networks
Jian Cheng Lv
Verkauft von THE SAINT BOOKSTORE, Southport, Vereinigtes Königreich
AbeBooks-Verkäufer seit 14. Juni 2006
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In den Warenkorb legenVerkauft von THE SAINT BOOKSTORE, Southport, Vereinigtes Königreich
AbeBooks-Verkäufer seit 14. Juni 2006
Zustand: Neu
Anzahl: 1 verfügbar
In den Warenkorb legenNew copy - Usually dispatched within 4 working days. 528.
Bestandsnummer des Verkäufers B9781439815359
Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.
Jian Cheng LV and Zhang Yi are affiliated with the Machine Intelligence Lab of the College of Computer Science at Sichuan University. Jiliu Zhou is affiliated with the College of Computer Science at Sichuan University.
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