Evaluation of Complex-Valued Neural Networks on Real-Valued Classification Tasks

29 November 2018

Papers citing "Evaluation of Complex-Valued Neural Networks on Real-Valued Classification Tasks"

7 / 7 papers shown

Title
Theory and Implementation of Complex-Valued Neural Networks J. A. Barrachina Chengfang Ren G. Vieillard C. Morisseau J. Ovarlez 54 11 0 16 Feb 2023
On the Approximation and Complexity of Deep Neural Networks to Invariant Functions Gao Zhang Jin-Hui Wu Shao-Qun Zhang 31 0 0 27 Oct 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 100 1 0 14 Aug 2022
Neural network is heterogeneous: Phase matters more Yuqi Nie Hui Yuan 101 3 0 03 Nov 2021
A Survey of Complex-Valued Neural Networks J. Bassey Lijun Qian Xianfang Li 85 124 0 28 Jan 2021
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data J. A. Barrachina C. Ren C. Morisseau G. Vieillard J. Ovarlez 28 37 0 17 Sep 2020
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 32 0 0 25 Mar 2020