{"id":"https://openalex.org/W4310873083","doi":"https://doi.org/10.1109/metroxraine54828.2022.9967680","title":"Edge of Chaos Behind Bistability of the Inhomogeneous in Homogeneous Cellular Media","display_name":"Edge of Chaos Behind Bistability of the Inhomogeneous in Homogeneous Cellular Media","publication_year":2022,"publication_date":"2022-10-26","ids":{"openalex":"https://openalex.org/W4310873083","doi":"https://doi.org/10.1109/metroxraine54828.2022.9967680"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine54828.2022.9967680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine54828.2022.9967680","pdf_url":null,"source":{"id":"https://openalex.org/S4363608343","display_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},"type":"article","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/A5023152110","display_name":"Alon Ascoli","orcid":"https://orcid.org/0000-0003-4026-9648"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"A. Ascoli","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066450151","display_name":"Ahmet \u015eamil Demirkol","orcid":"https://orcid.org/0000-0002-1236-1300"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A.S. Demirkol","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113557787","display_name":"N. Schmitt","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"N. Schmitt","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012451668","display_name":"Ronald Tetzlaff","orcid":"https://orcid.org/0000-0001-7436-0103"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Tetzlaff","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Technische Universit&#x00E4;t Dresden,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090657067","display_name":"Leon O. Chua","orcid":"https://orcid.org/0000-0002-1652-5464"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"L.O. Chua","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,Berkeley,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,Berkeley,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023152110"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":1.46,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80956848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9994999766349792,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9994999766349792,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bistability","display_name":"Bistability","score":0.8707226514816284},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.6136576533317566},{"id":"https://openalex.org/keywords/edge-of-chaos","display_name":"Edge of chaos","score":0.6047133207321167},{"id":"https://openalex.org/keywords/multistability","display_name":"Multistability","score":0.5994431972503662},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5794821977615356},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5485631823539734},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.5251888036727905},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.492889404296875},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4519195854663849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4447783827781677},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4329531192779541},{"id":"https://openalex.org/keywords/counterintuitive","display_name":"Counterintuitive","score":0.432323157787323},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.41748902201652527},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4025852382183075},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.1676090657711029},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.1318085789680481},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1224474310874939},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11914342641830444}],"concepts":[{"id":"https://openalex.org/C97292510","wikidata":"https://www.wikidata.org/wiki/Q2304620","display_name":"Bistability","level":2,"score":0.8707226514816284},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.6136576533317566},{"id":"https://openalex.org/C2780713532","wikidata":"https://www.wikidata.org/wiki/Q93158","display_name":"Edge of chaos","level":2,"score":0.6047133207321167},{"id":"https://openalex.org/C2776966350","wikidata":"https://www.wikidata.org/wiki/Q6935096","display_name":"Multistability","level":3,"score":0.5994431972503662},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5794821977615356},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5485631823539734},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.5251888036727905},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.492889404296875},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4519195854663849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4447783827781677},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4329531192779541},{"id":"https://openalex.org/C101097943","wikidata":"https://www.wikidata.org/wiki/Q5176983","display_name":"Counterintuitive","level":2,"score":0.432323157787323},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.41748902201652527},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4025852382183075},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.1676090657711029},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.1318085789680481},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1224474310874939},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11914342641830444},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroxraine54828.2022.9967680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine54828.2022.9967680","pdf_url":null,"source":{"id":"https://openalex.org/S4363608343","display_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W577520130","https://openalex.org/W1972963245","https://openalex.org/W1980661496","https://openalex.org/W2018341541","https://openalex.org/W2019061854","https://openalex.org/W2092704633","https://openalex.org/W3156265125","https://openalex.org/W3217786002","https://openalex.org/W4207006543","https://openalex.org/W4288058162","https://openalex.org/W4290995040","https://openalex.org/W6645045626"],"related_works":["https://openalex.org/W3168771164","https://openalex.org/W4313314779","https://openalex.org/W2745903616","https://openalex.org/W1978881496","https://openalex.org/W2005878048","https://openalex.org/W2032674711","https://openalex.org/W1564980517","https://openalex.org/W2462371126","https://openalex.org/W2050070145","https://openalex.org/W2587880134"],"abstract_inverted_index":{"Leveraging":[0],"the":[1,17,23,48,52,60,63,73,79,87,92,95],"negative":[2],"differential":[3],"resistance":[4],"of":[5,51,62,72,81,94],"a":[6,33,44],"NbOx":[7],"volatile":[8],"threshold":[9],"switch,":[10],"manufactured":[11],"at":[12],"NaMLab,":[13],"we":[14],"recently":[15],"presented":[16],"simplest":[18],"ever-reported":[19],"physical":[20],"system,":[21],"undergoing":[22],"same":[24],"counterintuitive":[25],"silence-to-regular":[26],"beating":[27],"transition,":[28],"which":[29],"Smale":[30],"observed":[31],"in":[32,39,91],"higher-order":[34],"biological":[35],"reaction-diffusion":[36],"network":[37],"back":[38],"1974.":[40],"This":[41],"paper":[42],"gains":[43],"deeper":[45],"insight":[46],"into":[47],"nonlinear":[49],"dynamics":[50],"proposed":[53],"memristor":[54],"cellular":[55],"neural":[56],"network,":[57],"revealing":[58],"how":[59],"destabilization":[61],"homogeneous":[64],"solution,":[65],"possible":[66],"if":[67,70],"and":[68],"only":[69],"each":[71],"identical":[74],"cells":[75],"is":[76],"poised":[77],"on":[78],"Edge":[80],"Chaos":[82],"when":[83],"let":[84],"decoupled":[85],"from":[86],"other":[88],"ones,":[89],"results":[90],"bistability":[93],"inhomogeneous.":[96]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-01T06:05:34.837733","created_date":"2025-10-10T00:00:00"}
