Representation of complex-valued neural networks: a real-valued approach

A methodology for representing a complex-valued multilayer artificial neural network and its backpropagation learning algorithm in terms of real-valued neural network has been discussed. The performance of the proposed method has been tested on complex-valued XOR problem and power system load flow problems.