Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent

Neural Information Processing Systems 

Complex-valued neural networks (CVNNs) utilize neuron models and operations in the complex-valued domain and are good at handling many complicated scenarios.