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Correlative Learning - A Basis for Brain and Adaptive Systems (Hardcover) Loot Price: R4,711
Discovery Miles 47 110
Correlative Learning - A Basis for Brain and Adaptive Systems (Hardcover): Z. Chen

Correlative Learning - A Basis for Brain and Adaptive Systems (Hardcover)

Z. Chen

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Loot Price R4,711 Discovery Miles 47 110 | Repayment Terms: R441 pm x 12*

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This book bridges the communication gap between neuroscientists and engineers through the unifying theme of correlation-based learning

Developing brain-style signal processing or machine learning algorithms has attracted many sharp minds from a range of disciplines. Now, coauthored by four researchers with varying backgrounds in signal processing, neuroscience, psychology, and computer science, Correlative Learning unifies the many cross-fertilized ideas in computational neuroscience and signal processing in a common language that will help engineers understand and appreciate the human brain as a highly sophisticated biosystem for building more intelligent machines.

First, the authors present the necessary neuroscience background for engineers, and then go on to relate the common intrinsic structures of the learning mechanisms of the brain to signal processing, machine learning, kernel learning, complex-valued domains, and the ALOPEX learning paradigm.

This correlation-based approach to building complex, reliable (robust), and adaptive systems is vital for engineers, researchers, and graduate students from various fields of science and engineering. Figures, tables, worked examples, and case studies illustrate how to use computational tools for either helping to understand brain functions or fitting specific engineering applications, and a comprehensive bibliography covering over 1,000 references from major publications is included for further reading.

General

Imprint: John Wiley & Sons
Country of origin: United States
Release date: November 2007
First published: September 2007
Authors: Z. Chen
Dimensions: 238 x 166 x 29mm (L x W x T)
Format: Hardcover
Pages: 480
ISBN-13: 978-0-470-04488-9
Categories: Books > Computing & IT > Applications of computing > Signal processing
Books > Professional & Technical > Biochemical engineering > Biotechnology > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
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LSN: 0-470-04488-8
Barcode: 9780470044889

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