{"id":"https://openalex.org/W2017524340","doi":"https://doi.org/10.1109/cnna.2012.6331410","title":"An experimental study on long transient oscillations in cooperative CNN rings","display_name":"An experimental study on long transient oscillations in cooperative CNN rings","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2017524340","doi":"https://doi.org/10.1109/cnna.2012.6331410","mag":"2017524340"},"language":"en","primary_location":{"id":"doi:10.1109/cnna.2012.6331410","doi":"https://doi.org/10.1109/cnna.2012.6331410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cnna.2012.6331410","pdf_url":null,"source":{"id":"https://openalex.org/S4306497730","display_name":"International Workshop on Cellular Nanoscale Networks and their Applications (CNNA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 13th International Workshop on Cellular Nanoscale Networks and their Applications","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2017524340"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069809502","display_name":"Mauro Forti","orcid":"https://orcid.org/0000-0002-3970-7201","observed_orcids":["https://orcid.org/0000-0002-3970-7201"]},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Forti","raw_affiliation_strings":["Department of Information Engineering, University of Sienna, Siena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Sienna, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112276307","display_name":"Barnab\u00e1s M. Garay","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I31882830","display_name":"P\u00e1zm\u00e1ny P\u00e9ter Catholic University","ror":"https://ror.org/05v9kya57","country_code":"HU","type":"education","lineage":["https://openalex.org/I31882830"]},{"id":"https://openalex.org/I4210117195","display_name":"HUN-REN Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Barnabas Garay","raw_affiliation_strings":["Computer and Automation Institute (SZTAKI), Hungarian Academy of Sciences, Budapest, Hungary","Faculty of Information Technology, P\u00e1zm\u00e1ny P\u00e9ter Catholic University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Automation Institute (SZTAKI), Hungarian Academy of Sciences, Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"raw_affiliation_string":"Faculty of Information Technology, P\u00e1zm\u00e1ny P\u00e9ter Catholic University, Budapest, Hungary","institution_ids":["https://openalex.org/I31882830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067935891","display_name":"Mikl\u00f3s Koller","orcid":"https://orcid.org/0000-0001-6283-114X","observed_orcids":["https://orcid.org/0000-0001-6283-114X"]},"institutions":[{"id":"https://openalex.org/I31882830","display_name":"P\u00e1zm\u00e1ny P\u00e9ter Catholic University","ror":"https://ror.org/05v9kya57","country_code":"HU","type":"education","lineage":["https://openalex.org/I31882830"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Miklos Koller","raw_affiliation_strings":["Faculty of Information Technology, P\u00e1zm\u00e1ny P\u00e9ter Catholic University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, P\u00e1zm\u00e1ny P\u00e9ter Catholic University, Budapest, Hungary","institution_ids":["https://openalex.org/I31882830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003092391","display_name":"Luca Pancioni","orcid":"https://orcid.org/0000-0002-2502-9542","observed_orcids":["https://orcid.org/0000-0002-2502-9542"]},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Pancioni","raw_affiliation_strings":["Department of Information Engineering, University of Sienna, Siena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Sienna, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2905,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81400778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"35","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.5151000022888184,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.5151000022888184,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.2029999941587448,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.1136000007390976,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cellular-neural-networks","display_name":"cellular neural networks","score":0.9070000052452087},{"id":"https://openalex.org/keywords/convergence-to-equilibrium","display_name":"convergence to equilibrium","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.6897492408752441},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6793384552001953},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.6489909887313843},{"id":"https://openalex.org/C2780378348","wikidata":"https://www.wikidata.org/wiki/Q25351438","display_name":"Ring (chemistry)","level":2,"score":0.6471789479255676},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5830584764480591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.577660083770752},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49997830390930176},{"id":"https://openalex.org/C17095337","wikidata":"https://www.wikidata.org/wiki/Q2375229","display_name":"Piecewise linear function","level":2,"score":0.4834043085575104},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.45422887802124023},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.43215397000312805},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.41368210315704346},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39162179827690125},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3566129505634308},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19995209574699402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1931326687335968},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.15773624181747437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1263428032398224},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11703294515609741},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08045342564582825},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cnna.2012.6331410","doi":"https://doi.org/10.1109/cnna.2012.6331410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cnna.2012.6331410","pdf_url":null,"source":{"id":"https://openalex.org/S4306497730","display_name":"International Workshop on Cellular Nanoscale Networks and their Applications (CNNA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 13th International Workshop on Cellular Nanoscale Networks and their Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.sztaki.hu:7346","doi":null,"is_oa":false,"landing_page_url":"http://eprints.sztaki.hu/7346/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:usiena-air.unisi.it:11365/48971","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11365/48971","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W240844920","https://openalex.org/W1502414959","https://openalex.org/W1908835685","https://openalex.org/W1987660639","https://openalex.org/W2016815146","https://openalex.org/W2029741077","https://openalex.org/W2056717940","https://openalex.org/W2056974361","https://openalex.org/W2065134213","https://openalex.org/W2079788574","https://openalex.org/W2086990745","https://openalex.org/W2088682086","https://openalex.org/W2109218509","https://openalex.org/W2116620020","https://openalex.org/W2121250538","https://openalex.org/W2124619121","https://openalex.org/W2128677586","https://openalex.org/W2135892798","https://openalex.org/W2141228027","https://openalex.org/W2160121923","https://openalex.org/W2167023619","https://openalex.org/W2171925415"],"related_works":["https://openalex.org/W1531938150","https://openalex.org/W1996957208","https://openalex.org/W2163420811","https://openalex.org/W2029741077","https://openalex.org/W2119140972","https://openalex.org/W2057635365","https://openalex.org/W3183412877","https://openalex.org/W2154649932","https://openalex.org/W2079365793","https://openalex.org/W2124705459"],"abstract_inverted_index":{"The":[0,73],"paper":[1,77],"considers":[2],"a":[3,15,35,43,52,91,96],"class":[4],"of":[5,38,46,51,63,75,83,95,107],"one-dimensional":[6],"circular":[7],"standard":[8],"cellular":[9],"neural":[10],"network":[11],"(CNN)":[12],"arrays":[13],"with":[14,100],"typical":[16],"three-segment":[17],"piecewise":[18],"linear":[19],"activation":[20],"and":[21,41,103,120],"two-sided":[22],"cooperative":[23,27,53,97],"(positive)":[24],"interactions":[25],"(a":[26],"CNN":[28,54,98],"ring).":[29],"Numerical":[30],"simulations":[31],"show":[32],"that":[33],"in":[34],"wide":[36,44],"range":[37],"interconnection":[39],"parameters,":[40],"for":[42],"set":[45],"initial":[47],"conditions,":[48],"the":[49,81,118],"solutions":[50],"ring":[55,99],"display":[56],"unexpectedly":[57],"long":[58],"oscillations,":[59],"lasting":[60],"even":[61],"hundreds":[62],"cycles,":[64],"before":[65],"they":[66],"eventually":[67],"converge":[68],"toward":[69],"an":[70],"equilibrium":[71],"point.":[72],"goal":[74],"this":[76],"is":[78],"to":[79,104,116],"confirm":[80],"presence":[82],"such":[84],"long-transient":[85],"oscillations":[86],"through":[87],"laboratory":[88],"experiments":[89],"on":[90],"simple":[92],"discrete-component":[93],"prototype":[94],"16":[101],"cells":[102],"analyze":[105],"some":[106],"their":[108],"salient":[109],"features.":[110],"Analytical":[111],"results":[112],"are":[113],"also":[114],"provided":[115],"support":[117],"numerical":[119],"experimental":[121],"findings.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}