Paper Info
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data
J Barrachina, C Ren, C Morisseau, G Vieillard, J Ovarlez
arXiv preprint arXiv:2009.08340, 2020.
Reviews
From
yassendobrev, rated
5/5.
Nov. 7, 2020.
An interesting paper conducting a basic study of real-valued vs complex-valued neural networks, specifically MLP. The paper also gives a good overview of the available literature on the topic and a provides a tensorflow library implementing complex-valued layers.
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data
J Barrachina, C Ren, C Morisseau, G Vieillard, J Ovarlez
arXiv preprint arXiv:2009.08340, 2020.
Reviews
From
yassendobrev, rated
5/5.
Nov. 7, 2020.
An interesting paper conducting a basic study of real-valued vs complex-valued neural networks, specifically MLP. The paper also gives a good overview of the available literature on the topic and a provides a tensorflow library implementing complex-valued layers.