Towards Fast and Understandable Computations : Which “And”- and “Or”-Operations Can Be Represented by the Fastest (i.e., 1-Layer) Neural Networks? Which Activations Functions Allow Such Representations?
%0 Journal Article
%1 alvarez2021towards
%A Alvarez, Kevin
%A Urenda, Julio C.
%A Csiszár, Orsolya
%A Csiszár, Gábor
%A Dombi, József
%A Eigner, György
%A Kreinovich, Vladik
%D 2021
%I Óbuda University
%J Acta polytechnica hungarica
%K oa ubs_10003 ubs_20003 ubs_30032 ubs_40053 unibibliografie wos
%N 2
%P 27-45
%R 10.12700/APH.18.2.2021.2.2
%T Towards Fast and Understandable Computations : Which “And”- and “Or”-Operations Can Be Represented by the Fastest (i.e., 1-Layer) Neural Networks? Which Activations Functions Allow Such Representations?
%V 18
@article{alvarez2021towards,
added-at = {2022-03-24T16:51:18.000+0100},
affiliation = {Alvarez, K (Corresponding Author), Univ Texas El Paso, Dept Comp Sci, El Paso, TX 79968 USA.
Alvarez, Kevin; Urenda, Julio C.; Kreinovich, Vladik, Univ Texas El Paso, Dept Comp Sci, El Paso, TX 79968 USA.
Urenda, Julio C., Univ Texas El Paso, Dept Math Sci, El Paso, TX 79968 USA.
Csiszar, Orsolya, Univ Appl Sci Esslingen, Fac Basic Sci, Esslingen, Germany.
Csiszar, Orsolya, Obuda Univ, Inst Appl Math, Budapest, Hungary.
Eigner, Gyorgy, Obuda Univ, Inst Biomat & Appl Artificial Intelligence, Budapest, Hungary.
Csiszar, Gabor, Univ Stuttgart, Inst Mat Phys, Stuttgart, Germany.
Dombi, Jozsef, Univ Szeged, Inst Informat, Szeged, Hungary.},
author = {Alvarez, Kevin and Urenda, Julio C. and Csiszár, Orsolya and Csiszár, Gábor and Dombi, József and Eigner, György and Kreinovich, Vladik},
biburl = {https://puma.ub.uni-stuttgart.de/bibtex/2ab0ded38210818e96ef457a89569030f/unibiblio},
doi = {10.12700/APH.18.2.2021.2.2},
interhash = {ba26ca5b891a0c28daeb780558a816de},
intrahash = {ab0ded38210818e96ef457a89569030f},
issn = {1785-8860},
journal = {Acta polytechnica hungarica},
keywords = {oa ubs_10003 ubs_20003 ubs_30032 ubs_40053 unibibliografie wos},
language = {eng},
number = 2,
pages = {27-45},
publisher = {Óbuda University},
research-areas = {Engineering},
timestamp = {2022-03-24T15:51:18.000+0100},
title = {Towards Fast and Understandable Computations : Which “And”- and “Or”-Operations Can Be Represented by the Fastest (i.e., 1-Layer) Neural Networks? Which Activations Functions Allow Such Representations?},
unique-id = {ISI:000613644800002},
volume = 18,
year = 2021
}
