{"id":"https://openalex.org/W2050617934","doi":"https://doi.org/10.1109/embc.2012.6347229","title":"Connectivity and phase coherence in neural network models of interconnected Z<sup>4</sup>-bi-stable units","display_name":"Connectivity and phase coherence in neural network models of interconnected Z<sup>4</sup>-bi-stable units","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2050617934","doi":"https://doi.org/10.1109/embc.2012.6347229","mag":"2050617934","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367164"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5109121749","display_name":"Marc Koppert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161862","display_name":"Stichting Epilepsie Instellingen Nederland","ror":"https://ror.org/051ae7717","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161862"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. M. J. Koppert","raw_affiliation_strings":["Foundation Epilepsy Institute of The Netherlands (SEIN), Achterweg 5, 2103 SW, Heemstede, The Netherlands. mkoppert@sein.nl","Foundation Epilepsy Institute of The Netherlands (SEIN), Heemstede, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation Epilepsy Institute of The Netherlands (SEIN), Achterweg 5, 2103 SW, Heemstede, The Netherlands. mkoppert@sein.nl","institution_ids":["https://openalex.org/I4210161862"]},{"raw_affiliation_string":"Foundation Epilepsy Institute of The Netherlands (SEIN), Heemstede, Netherlands","institution_ids":["https://openalex.org/I4210161862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010673868","display_name":"Stiliyan Kalitzin","orcid":"https://orcid.org/0000-0002-7028-7778"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Kalitzin","raw_affiliation_strings":["SEIN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SEIN, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071588450","display_name":"F. Lopes da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL","PT"],"is_corresponding":false,"raw_author_name":"F. Lopes da Silva","raw_affiliation_strings":["Department of Bioengineering, Instituto Superior T\u00e9cnico, Lisbon Technical University, Lisboa, Portugal","Swammerdam Institute for Life Sciences, Faculty of Biology, University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Instituto Superior T\u00e9cnico, Lisbon Technical University, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Swammerdam Institute for Life Sciences, Faculty of Biology, University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033933581","display_name":"Max A. Viergever","orcid":"https://orcid.org/0000-0003-2582-042X"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. A. Viergever","raw_affiliation_strings":["Image Sciences Institute, University Medical Center, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image Sciences Institute, University Medical Center, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3726,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6484758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"52","issue":null,"first_page":"5458","last_page":"5461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.7909958362579346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5286023020744324},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5255298018455505},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.513785183429718},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48949897289276123},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.47421029210090637},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.46801483631134033},{"id":"https://openalex.org/keywords/coherence-time","display_name":"Coherence time","score":0.41960522532463074},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.36139294505119324},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3347228169441223},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28159022331237793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18803146481513977},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.13901159167289734},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12408271431922913},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.09005248546600342},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06995496153831482}],"concepts":[{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7909958362579346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5286023020744324},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5255298018455505},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.513785183429718},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48949897289276123},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.47421029210090637},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.46801483631134033},{"id":"https://openalex.org/C47091857","wikidata":"https://www.wikidata.org/wiki/Q4118612","display_name":"Coherence time","level":3,"score":0.41960522532463074},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.36139294505119324},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3347228169441223},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28159022331237793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18803146481513977},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.13901159167289734},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12408271431922913},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09005248546600342},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06995496153831482},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6347229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367164","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367164","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1974021959","https://openalex.org/W1996379253","https://openalex.org/W2008518032","https://openalex.org/W2023249920","https://openalex.org/W2029636063","https://openalex.org/W2044389841","https://openalex.org/W2096409350","https://openalex.org/W2109660618","https://openalex.org/W2120235559"],"related_works":["https://openalex.org/W2784320098","https://openalex.org/W4292182623","https://openalex.org/W2613310977","https://openalex.org/W2542853907","https://openalex.org/W2079440735","https://openalex.org/W4388395902","https://openalex.org/W2069751432","https://openalex.org/W2077883150","https://openalex.org/W2490493698","https://openalex.org/W2974914686"],"abstract_inverted_index":{"A":[0,38],"phenomenological":[1],"neural":[2],"network":[3,39,52,122,135,144],"model":[4,12],"with":[5,60,67,102],"bi-stable":[6],"oscillatory":[7],"units":[8,76],"is":[9,40,77,95,136],"used":[10],"to":[11,81,97,114],"up-":[13],"and":[14,27,63,65,79],"down-states.":[15],"These":[16],"states":[17],"have":[18],"been":[19],"observed":[20],"in":[21,23,35,56,120],"vivo":[22],"biological":[24],"neuronal":[25],"systems":[26],"feature":[28],"oscillatory,":[29],"limit":[30],"cycle":[31],"type":[32],"of":[33,45,51,92,118],"behavior":[34],"the":[36,74,82,89,98,116,125,130,134,142,153],"up-states.":[37],"formed":[41],"by":[42],"a":[43,93,121],"set":[44,117],"interconnected":[46],"units.":[47,105],"Two":[48],"different":[49,75,131],"types":[50],"layouts":[53],"are":[54],"considered":[55],"this":[57],"work:":[58],"networks":[59,66],"hierarchical":[61],"connections":[62],"hubs":[64,119],"random":[68],"connections.":[69],"The":[70,106],"phase":[71,100,126,154],"coherence":[72,101,127],"between":[73,85,129],"analyzed":[78],"compared":[80],"connectivity":[83,90],"distance":[84],"nodes.":[86,132],"In":[87],"addition":[88],"degree":[91],"node":[94],"associated":[96],"average":[99],"all":[103],"other":[104],"results":[107],"show":[108],"that":[109],"we":[110],"may":[111],"be":[112,149],"able":[113],"identify":[115],"based":[123],"on":[124],"estimates":[128],"If":[133],"very":[137],"dense":[138],"or":[139],"randomly":[140],"connected,":[141],"underlying":[143],"structure,":[145],"however,":[146],"can":[147],"not":[148],"derived":[150],"uniquely":[151],"from":[152],"coherence.":[155]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}