Evidence of a noise induced transition in fluid neural networks

Submitted to Physica D. Focusing on a phenomenon observed in the temporal patterns of activity behavior of Leptothorax ants, we introduce the notion of Noise Induced Computation. We study, from a Noise Induced Transition perspective, the emergent property of autosynchronization in ant colonies, usin...

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Bibliographic Details
Authors: Delgado Pin, Jordi|||0000-0003-4546-8355, Solé, Ricard Vicenç
Format: report
Publication Date:1995
Country:España
Institution:Universitat Politècnica de Catalunya (UPC)
Repository:UPCommons. Portal del coneixement obert de la UPC
Language:English
OAI Identifier:oai:upcommons.upc.edu:2117/82157
Online Access:https://hdl.handle.net/2117/82157
Access Level:Open access
Keyword:Fluid neural networks
Selforganization
Noise induced transitions
Àrees temàtiques de la UPC::Informàtica
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spelling Evidence of a noise induced transition in fluid neural networksDelgado Pin, Jordi|||0000-0003-4546-8355Solé, Ricard VicençFluid neural networksSelforganizationNoise induced transitionsÀrees temàtiques de la UPC::InformàticaSubmitted to Physica D. Focusing on a phenomenon observed in the temporal patterns of activity behavior of Leptothorax ants, we introduce the notion of Noise Induced Computation. We study, from a Noise Induced Transition perspective, the emergent property of autosynchronization in ant colonies, using to model this phenomenon the formalism of Fluid Neural Networks. It is known that through this autosynchronization, ants attain, as a global computational property, a mechanism for information exchange known from computer science as mutual exclusion. We have numerical evidence that this happens at the critical point of the noise induced transition.19951995-03-0120162016-01-27reporthttp://purl.org/coar/resource_type/c_93fcVoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/reportapplication/postscripthttps://hdl.handle.net/2117/82157reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/821572026-05-27T15:37:01Z
dc.title.none.fl_str_mv Evidence of a noise induced transition in fluid neural networks
title Evidence of a noise induced transition in fluid neural networks
spellingShingle Evidence of a noise induced transition in fluid neural networks
Delgado Pin, Jordi|||0000-0003-4546-8355
Fluid neural networks
Selforganization
Noise induced transitions
Àrees temàtiques de la UPC::Informàtica
title_short Evidence of a noise induced transition in fluid neural networks
title_full Evidence of a noise induced transition in fluid neural networks
title_fullStr Evidence of a noise induced transition in fluid neural networks
title_full_unstemmed Evidence of a noise induced transition in fluid neural networks
title_sort Evidence of a noise induced transition in fluid neural networks
dc.creator.none.fl_str_mv Delgado Pin, Jordi|||0000-0003-4546-8355
Solé, Ricard Vicenç
author Delgado Pin, Jordi|||0000-0003-4546-8355
author_facet Delgado Pin, Jordi|||0000-0003-4546-8355
Solé, Ricard Vicenç
author_role author
author2 Solé, Ricard Vicenç
author2_role author
dc.subject.none.fl_str_mv Fluid neural networks
Selforganization
Noise induced transitions
Àrees temàtiques de la UPC::Informàtica
topic Fluid neural networks
Selforganization
Noise induced transitions
Àrees temàtiques de la UPC::Informàtica
description Submitted to Physica D. Focusing on a phenomenon observed in the temporal patterns of activity behavior of Leptothorax ants, we introduce the notion of Noise Induced Computation. We study, from a Noise Induced Transition perspective, the emergent property of autosynchronization in ant colonies, using to model this phenomenon the formalism of Fluid Neural Networks. It is known that through this autosynchronization, ants attain, as a global computational property, a mechanism for information exchange known from computer science as mutual exclusion. We have numerical evidence that this happens at the critical point of the noise induced transition.
publishDate 1995
dc.date.none.fl_str_mv 1995
1995-03-01
2016
2016-01-27
dc.type.none.fl_str_mv report
http://purl.org/coar/resource_type/c_93fc
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/report
format report
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/82157
url https://hdl.handle.net/2117/82157
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/postscript
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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