Complex-Valued Neural Networks: Advances and Applications by Akira Hirose PDF

Presents the newest advances in complex-valued neural networks by means of demonstrating the idea in quite a lot of applications

Complex-valued neural networks is a quickly constructing neural community framework that makes use of advanced mathematics, showing particular features in its studying, self-organizing, and processing dynamics. they're hugely appropriate for processing complicated amplitude, composed of amplitude and section, that's one of many center techniques in actual structures to house electromagnetic, gentle, sonic/ultrasonic waves in addition to quantum waves, specifically, electron and superconducting waves. This truth is a serious virtue in useful purposes in various fields of engineering, the place indications are repeatedly analyzed and processed in time/space, frequency, and section domains.

Complex-Valued Neural Networks: Advances and Applications covers state of the art subject matters and functions surrounding this well timed topic. Demonstrating complicated theories with quite a lot of functions, together with verbal exchange platforms, photograph processing platforms, and brain-computer interfaces, this article deals finished assurance of:

• Conventional complex-valued neural networks
• Quaternionic neural networks
• Clifford-algebraic neural networks

Presented through foreign specialists within the box, Complex-Valued Neural Networks: Advances and Applications is perfect for advanced-level computational intelligence theorists, electromagnetic theorists, and mathematicians attracted to computational intelligence, man made intelligence, computing device studying theories, and algorithms.