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1
An Information-Theoretic Approach to Neural Computing (Perspectives in Neural Computing) (1996)
EN NW EB DLISBN: 9781461240167 bzw. 1461240166, in Englisch, 276 Seiten, Springer, neu, E-Book, elektronischer Download.
Lieferung aus: Deutschland, E-Book zum Download.
A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design theory of neural networks. In particular they demonstrate how these methods may be applied to the topics of supervised and unsupervised learning, including feature extraction, linear and non-linear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural networks, but all the relevant concepts from information theory are carefully introduced and explained. Consequently, readers from varied scientific disciplines, notably cognitive scientists, engineers, physicists, statisticians, and computer scientists, will find this an extremely valuable introduction to this topic. Kindle Edition, Ausgabe: Corrected, Format: Kindle eBook, Label: Springer, Springer, Produktgruppe: eBooks, Publiziert: 1996-02-08, Freigegeben: 1996-02-08, Studio: Springer.
A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design theory of neural networks. In particular they demonstrate how these methods may be applied to the topics of supervised and unsupervised learning, including feature extraction, linear and non-linear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural networks, but all the relevant concepts from information theory are carefully introduced and explained. Consequently, readers from varied scientific disciplines, notably cognitive scientists, engineers, physicists, statisticians, and computer scientists, will find this an extremely valuable introduction to this topic. Kindle Edition, Ausgabe: Corrected, Format: Kindle eBook, Label: Springer, Springer, Produktgruppe: eBooks, Publiziert: 1996-02-08, Freigegeben: 1996-02-08, Studio: Springer.
2
Information-Theoretic Approach to Neural Computing
EN NW EB DLISBN: 9781461240167 bzw. 1461240166, in Englisch, Springer New York, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
4
An Information-Theoretic Approach to Neural Computing
EN NW EBISBN: 9781461240167 bzw. 1461240166, in Englisch, Springer Nature, neu, E-Book.
Lieferung aus: Deutschland, In Stock, plus shipping.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
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