Complex-Valued Neural Networks With Nonparametric Activation Functions
(2018)
Journal Article
Scardapane, S., Van Vaerenbergh, S., Hussain, A., & Uncini, A. (2020). Complex-Valued Neural Networks With Nonparametric Activation Functions. IEEE Transactions on Emerging Topics in Computational Intelligence, 4(2), 140-150. https://doi.org/10.1109/tetci
Complex-valued neural networks (CVNNs) are a powerful modeling tool for domains where data can be naturally interpreted in terms of complex numbers. However, several analytical properties of the complex domain (such as holomorphicity) make the design... Read More about Complex-Valued Neural Networks With Nonparametric Activation Functions.