This book covers the hot topics and applications surrounding complex-valued neural networks. It demonstrates advanced theories with a wide range of applications, including optoelectronics systems, imaging systems, and remote sensing systems. The text covers not only conventional complexed-valued neural networks, but also quaternionic neural networks and clifford-algebraic neural networks, leading to comprehensive coverage of this timely subject.