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Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks

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Complex-Valued Neural Networks - Advances and Applications (Hardcover) Loot Price: R3,365
Discovery Miles 33 650
Complex-Valued Neural Networks - Advances and Applications (Hardcover): A Hirose

Complex-Valued Neural Networks - Advances and Applications (Hardcover)

A Hirose

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Loot Price R3,365 Discovery Miles 33 650 | Repayment Terms: R315 pm x 12*

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Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applications

Complex-valued neural networks is a rapidly developing neural network framework that utilizes complex arithmetic, exhibiting specific characteristics in its learning, self-organizing, and processing dynamics. They are highly suitable for processing complex amplitude, composed of amplitude and phase, which is one of the core concepts in physical systems to deal with electromagnetic, light, sonic/ultrasonic waves as well as quantum waves, namely, electron and superconducting waves. This fact is a critical advantage in practical applications in diverse fields of engineering, where signals are routinely analyzed and processed in time/space, frequency, and phase domains.

"Complex-Valued Neural Networks: Advances and Applications" covers cutting-edge topics and applications surrounding this timely subject. Demonstrating advanced theories with a wide range of applications, including communication systems, image processing systems, and brain-computer interfaces, this text offers comprehensive coverage of: Conventional complex-valued neural networksQuaternionic neural networksClifford-algebraic neural networks

Presented by international experts in the field, "Complex-Valued Neural Networks: Advances and Applications" is ideal for advanced-level computational intelligence theorists, electromagnetic theorists, and mathematicians interested in computational intelligence, artificial intelligence, machine learning theories, and algorithms.

General

Imprint: John Wiley & Sons
Country of origin: United States
Release date: May 2013
First published: 2013
Authors: A Hirose
Dimensions: 243 x 159 x 20mm (L x W x T)
Format: Hardcover
Pages: 304
ISBN-13: 978-1-118-34460-6
Categories: Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
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LSN: 1-118-34460-X
Barcode: 9781118344606

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