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Neural Networks in Atmospheric Remote Sensing [With CDROM]: Artech House Remote Sensing Library

Autor William Blackwell, FREDERICK W. CHEN, David H. Staelin
en Limba Engleză Mixed media product – 30 apr 2009
In the electrical engineering field, a neural network refers to interconnecting artificial neurons that mimic the properties of biological neurons to perform sophisticated, intelligent tasks. This authoritative reference offers a comprehensive understanding of the underpinnings and practical applications of artificial neural networks and their use in the retrieval of geophysical parameters. Professionals find expert guidance on the development and evaluation of neural network algorithms that process data from a new generation of hyperspectral sensors. Engineers discover how to use neural networks to approximate remote sensing inverse functions with emphasis on model selection, preprocessing, initialization, training, and performance evaluation.
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Specificații

ISBN-13: 9781596933729
ISBN-10: 1596933720
Pagini: 215
Dimensiuni: 162 x 235 x 18 mm
Greutate: 0.46 kg
Editura: Artech House Publishers
Seria Artech House Remote Sensing Library

Locul publicării:United Kingdom