{"id":"https://openalex.org/W2943022188","doi":"https://doi.org/10.1109/iscas.2019.8702436","title":"Edge of Chaos in Nanoscale Memristor CNN","display_name":"Edge of Chaos in Nanoscale Memristor CNN","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2943022188","doi":"https://doi.org/10.1109/iscas.2019.8702436","mag":"2943022188"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037423165","display_name":"Angela Slavova","orcid":"https://orcid.org/0000-0002-6716-5534"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Angela Slavova","raw_affiliation_strings":["Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035245805","display_name":"Zoya Zafirova","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":"Zoya Zafirova","raw_affiliation_strings":["Institute of Fundamentals of Electrical Engineering, Technical University of Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Fundamentals of Electrical Engineering, Technical University of Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012451668","display_name":"Ronald Tetzlaff","orcid":"https://orcid.org/0000-0001-7436-0103"},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Ronald Tetzlaff","raw_affiliation_strings":["Technical University of Sofia, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Sofia, Sofia, Bulgaria","institution_ids":["https://openalex.org/I31151848"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9995999932289124,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9980000257492065,"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/memristor","display_name":"Memristor","score":0.8101665377616882},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.7228056788444519},{"id":"https://openalex.org/keywords/edge-of-chaos","display_name":"Edge of chaos","score":0.6642510890960693},{"id":"https://openalex.org/keywords/nanoscopic-scale","display_name":"Nanoscopic scale","score":0.6325058341026306},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5827767252922058},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.5313395261764526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5029940009117126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3818390965461731},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.27368491888046265},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.2426033616065979},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19270455837249756},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.1526358723640442},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14857012033462524}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8101665377616882},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.7228056788444519},{"id":"https://openalex.org/C2780713532","wikidata":"https://www.wikidata.org/wiki/Q93158","display_name":"Edge of chaos","level":2,"score":0.6642510890960693},{"id":"https://openalex.org/C45206210","wikidata":"https://www.wikidata.org/wiki/Q2415817","display_name":"Nanoscopic scale","level":2,"score":0.6325058341026306},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5827767252922058},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.5313395261764526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5029940009117126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3818390965461731},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.27368491888046265},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.2426033616065979},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19270455837249756},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1526358723640442},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14857012033462524},{"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/iscas.2019.8702436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W577520130","https://openalex.org/W1973200562","https://openalex.org/W1974899890","https://openalex.org/W2018341541","https://openalex.org/W2046945477","https://openalex.org/W2057997927","https://openalex.org/W2112181056","https://openalex.org/W2160121923","https://openalex.org/W2162651880","https://openalex.org/W2239503530","https://openalex.org/W2743455512"],"related_works":["https://openalex.org/W4285191961","https://openalex.org/W4285288552","https://openalex.org/W2023463163","https://openalex.org/W4245774269","https://openalex.org/W4255462029","https://openalex.org/W4255565928","https://openalex.org/W2943022188","https://openalex.org/W4312648141","https://openalex.org/W3037851550","https://openalex.org/W4245883923"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"analytical":[3],"results":[4,94],"are":[5],"derived":[6],"for":[7,45,95],"nanoscale":[8,55],"memristor":[9,56],"CNN":[10,57],"(NM-CNN)":[11],"in":[12,16,54],"which":[13],"neurons":[14],"operate":[15],"a":[17,67,76],"regime":[18,53,87],"called":[19],"edge":[20,50,83],"of":[21,29,48,51,63,70,81,84,91],"chaos.":[22],"The":[23],"system":[24],"describing":[25],"the":[26,40,46,49,71,82,92],"model":[27,58],"consists":[28],"highly":[30],"nonlinear":[31],"differential":[32],"equations.":[33],"We":[34],"propose":[35],"new":[36],"algorithm":[37],"based":[38,65],"on":[39,66],"generalized":[41],"local":[42],"activity":[43],"scheme":[44],"determination":[47,80],"chaos":[52,85],"under":[59],"consideration.":[60],"MATLAB":[61],"implementation":[62],"algorithms":[64],"numerical":[68],"integration":[69],"NM-CNN":[72],"state":[73],"equations":[74],"allowing":[75],"reliable":[77],"and":[78],"accurate":[79],"parameter":[86],"is":[88,98],"proposed.":[89],"Application":[90],"obtained":[93],"pattern":[96],"formation":[97],"presented.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}