Neurocomputing - Algorithms, Architectures and Applications (Paperback, Softcover reprint of the original 1st ed. 1990)

This volume contains the collected papers of the NATO Advanced Research Workshop on neurocomputing held in Les Arcs in February 1989. Various fields in neurocomputing are covered, including: - new or improved neural network algorithms: product units, recurrent multilayer networks, Boltzmann machines, Kohonen maps, growth algorithms; - topics in neural architectures: VLSI circuits, VLSI neurons, dedicated processors; - applications in speech processing: coding, link with hidden Markov Models (HMM), recognition, compression; - applications in image processing: recognition of digits, wind maps, mammographic images, compression; - models in neurobiology: cortical columns, posture, movement coordination. The book can be read at various levels. Newcomers will find in it a useful introduction to the field through the major papers, by leading scientists, and the collected bibliography at the end of the volume. Specialists will learn about some of the more advanced applications, architectures, chip designs and new algorithms. The book will interest all neural network scientists who wish to know what is happening in Europe.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	NATO ASI Subseries F:, 68
Release date:	December 2011
First published:	1990
Editors:	Francoise Fogelman Soulie • Jeanny Herault
Dimensions:	242 x 170 x 24mm (L x W x T)
Format:	Paperback
Pages:	455
Edition:	Softcover reprint of the original 1st ed. 1990
ISBN-13:	978-3-642-76155-3
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General
LSN:	3-642-76155-0
Barcode:	9783642761553

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!