Complex-valued autoencoders

Type: Article

Publication Date: 2012-05-05

Citations: 57

DOI: https://doi.org/10.1016/j.neunet.2012.04.011

Locations

  • Neural Networks - View
  • PubMed Central - View
  • arXiv (Cornell University) - View - PDF
  • Europe PMC (PubMed Central) - View - PDF
  • PubMed - View
  • DataCite API - View

Similar Works

Action Title Year Authors
+ A Survey of Complex-Valued Neural Networks 2021 Joshua Bassey
Lijun Qian
Xiangfang Li
+ PDF Chat Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models 2019 Zeyang Yu
Shengxi Li
Danilo P. Mandic
+ Deep Complex Networks 2017 Chiheb Trabelsi
Olexa Bilaniuk
Ying Zhang
Dmitriy Serdyuk
Sandeep Subramanian
João Felipe Santos
Soroush Mehri
Negar Rostamzadeh
Yoshua Bengio
Christopher Pal
+ Deep Complex Networks 2017 Chiheb Trabelsi
Olexa Bilaniuk
Ying Zhang
Dmitriy Serdyuk
Sandeep Subramanian
João Felipe Santos
Soroush Mehri
Negar Rostamzadeh
Yoshua Bengio
Christopher Pal
+ Learning Representations Using Complex-Valued Nets 2015 Andy M. Sarroff
Victor Shepardson
Michael A. Casey
+ Autoencoders 2020 Dor Bank
Noam Koenigstein
Raja Giryes
+ PDF Chat An Information Theoretic Approach to the Autoencoder 2019 Vincenzo Crescimanna
Bruce Graham
+ PDF Chat The universal approximation theorem for complex-valued neural networks 2022 Felix Voigtlaender
+ PDF Chat Complex-valued neural networks for machine learning on non-stationary physical data 2020 Jesper Dramsch
Mikael Lüthje
Anders Nymark Christensen
+ PDF Chat Understanding autoencoders with information theoretic concepts 2019 Shujian Yu
José C. Prı́ncipe
+ PDF Chat Hypercomplex-valued recurrent correlation neural networks 2020 Marcos Eduardo Valle
Rodolfo Anibal Lobo
+ PDF Chat A Mathematical Motivation for Complex-Valued Convolutional Networks 2016 Mark Tygert
Joan Bruna
Soumith Chintala
Yann LeCun
Serkan Piantino
Arthur Szlam
+ A mathematical motivation for complex-valued convolutional networks 2015 Joan Bruna
Soumith Chintala
Yann LeCun
Serkan Piantino
Arthur Szlam
Mark Tygert
+ An Introduction to Autoencoders 2022 Umberto Michelucci
+ PDF Chat Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks 2022 Wington L. Vital
Guilherme Vieira
Marcos Eduardo Valle
+ A mathematical motivation for complex-valued convolutional networks 2015 Joan Bruna
Soumith Chintala
Yann LeCun
Serkan Piantino
Arthur Szlam
Mark Tygert
+ PDF Chat Neural Networks for Complex Data 2012 Marie Cottrell
Mădălina Olteanu
Fabrice Rossi
Joseph Rynkiewicz
Nathalie Villa‐Vialaneix
+ Theory and Implementation of Complex-Valued Neural Networks 2023 José Agustín Barrachina
Chengfang Ren
Gilles Vieillard
C. Morisseau
Jean–Philippe Ovarlez
+ Complex-valued Neural Networks -- Theory and Analysis 2023 Rayyan Abdalla
+ PDF Chat Complex-Valued Neural Networks With Nonparametric Activation Functions 2018 Simone Scardapane
Steven Van Vaerenbergh
Amir Hussain
Aurelio Uncini