Complex-valued Neural Networks with Non-parametric Activation Functions

22 February 2018

Amir Hussain

Papers citing "Complex-valued Neural Networks with Non-parametric Activation Functions"

23 / 23 papers shown

Title
Steinmetz Neural Networks for Complex-Valued Data Shyam Venkatasubramanian Ali Pezeshki Vahid Tarokh 169 0 0 17 Feb 2025
Scaling Continuous Kernels with Sparse Fourier Domain Learning Clayton A. Harper Luke Wood Peter Gerstoft Eric C. Larson 26 0 0 15 Sep 2024
Improving Quaternion Neural Networks with Quaternionic Activation Functions Johannes Pöppelbaum Andreas Schwung 26 1 0 24 Jun 2024
On the Computational Complexities of Complex-valued Neural Networks K. S. Mayer J. A. Soares Ariadne A. Cruz D. Arantes 14 2 0 19 Oct 2023
Bayesian optimization for sparse neural networks with trainable activation functions M. Fakhfakh Lotfi Chaari 10 2 0 10 Apr 2023
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces Nian Wu Miaomiao Zhang 11 10 0 13 Mar 2023
Theory and Implementation of Complex-Valued Neural Networks J. A. Barrachina Chengfang Ren G. Vieillard C. Morisseau J. Ovarlez 13 11 0 16 Feb 2023
$Sophisticated deep learning with on-chip optical diffractive tensor processing$ Sophisticated deep learning with on-chip optical diffractive tensor processing Yuyao Huang Tingzhao Fu Honghao Huang Sigang Yang Hong-wei Chen BDL 13 12 0 20 Dec 2022
Characterizing 4-string contact interaction using machine learning Harold Erbin Atakan Hilmi Fırat 35 15 0 16 Nov 2022
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks J. A. Barrachina Chengfang Ren C. Morisseau G. Vieillard J. Ovarlez 21 2 0 28 Oct 2022
How important are activation functions in regression and classification? A survey, performance comparison, and future directions Ameya Dilip Jagtap George Karniadakis AI4CE 29 71 0 06 Sep 2022
A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG) Hang Du R. P. Riddell Xiaogang Wang 14 1 0 28 Jul 2022
Co-domain Symmetry for Complex-Valued Deep Learning Utkarsh Singhal Yifei Xing Stella X. Yu 25 12 0 02 Dec 2021
Neural network is heterogeneous: Phase matters more Yuqi Nie Hui Yuan 60 3 0 03 Nov 2021
Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark S. Dubey S. Singh B. B. Chaudhuri 41 641 0 29 Sep 2021
A Survey of Complex-Valued Neural Networks J. Bassey Lijun Qian Xianfang Li 15 123 0 28 Jan 2021
Learnable Gabor modulated complex-valued networks for orientation robustness Felix Richards A. Paiement Xianghua Xie Elisabeth Sola Pierre-Alain Duc 7 2 0 23 Nov 2020
A survey on modern trainable activation functions Andrea Apicella Francesco Donnarumma Francesco Isgrò R. Prevete 9 365 0 02 May 2020
Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors Metehan Cekic S. Gopalakrishnan Upamanyu Madhow 12 11 0 25 Feb 2020
Compressing deep quaternion neural networks with targeted regularization Riccardo Vecchi Simone Scardapane Danilo Comminiello A. Uncini 18 20 0 26 Jul 2019
Widely Linear Kernels for Complex-Valued Kernel Activation Functions Simone Scardapane S. Van Vaerenbergh Danilo Comminiello A. Uncini 16 4 0 06 Feb 2019
Multikernel activation functions: formulation and a case study Simone Scardapane Elena Nieddu D. Firmani P. Merialdo 20 6 0 29 Jan 2019
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks S. K. Roy Suvojit Manna S. Dubey B. B. Chaudhuri 11 49 0 01 Jan 2019