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Complex-Valued Neural Networks : Advances and Applications by Hirose A. (Ed.) is a nonfiction available to read on EtoBox.

What is Complex-Valued Neural Networks : Advances and Applications about?

Издательство IEEE/John Wiley, 2013, -303 pp. Complex-valued neural networks (CVNNs) have continued to open doors to various new applications. The CVNNs are the neural networks that deal with complex amplitude, i.e. signal having phase and amplitude, which is one of the most core concepts in science and technology, in particular in electrical and electronic engineering. A CVNN is not equivalent to a double-dimensional real-valued neural network. It has different dynamics and characteristics such as generalization, which is significantly useful in treatment of complex-amplitude information and wave-related phenomena. This is a critical point in applications in engineering fields. It is also crucial for developing new devices in the future. That is, the CVNN framework will play an important role in introduction of learning and self-organization into future quantum devices dealing with electron waves and photonic waves. We can further expect that broad-sense CVNNs such as quatemion neural networks break ground in unique directions respectively. Quatemion has been essential in computer graphics to render three-dimensional moving objects. When we introduce learning and self-organization

Who reads Complex-Valued Neural Networks : Advances and Applications?

Author

Hirose A. (Ed.)

Publisher

Wiley-IEEE Press

Published

2013

Language

EN

ISBN

9781118590065

Category

nonfiction

Subjects

Science, Computer Science, Cybernetics