{"id":"https://openalex.org/W1965578173","doi":"https://doi.org/10.1142/s0218126603000945","title":"ON THE SPATIO-TEMPORAL DYNAMICS OF A CLASS OF CELLULAR NEURAL NETWORKS","display_name":"ON THE SPATIO-TEMPORAL DYNAMICS OF A CLASS OF CELLULAR NEURAL NETWORKS","publication_year":2003,"publication_date":"2003-08-01","ids":{"openalex":"https://openalex.org/W1965578173","doi":"https://doi.org/10.1142/s0218126603000945","mag":"1965578173"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126603000945","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126603000945","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-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/A5091862828","display_name":"Liviu Gora\u015f","orcid":"https://orcid.org/0000-0002-0861-9081"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"LIVIU GORA\u015e","raw_affiliation_strings":["Technical University of Ia\u015fi (TUI), Faculty of Electronics and Telecommunications (ETC), Ia\u015fi, 6600, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Ia\u015fi (TUI), Faculty of Electronics and Telecommunications (ETC), Ia\u015fi, 6600, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084925790","display_name":"T.D. Teodorescu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"TIBERIU DINU TEODORESCU","raw_affiliation_strings":["TUI, ETC, Signals, Circuits and Systems Laboratory, Ia\u015fi, 6600, Romania"],"affiliations":[{"raw_affiliation_string":"TUI, ETC, Signals, Circuits and Systems Laboratory, Ia\u015fi, 6600, Romania","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084954804","display_name":"Romeo Ghinea","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ROMEO GHINEA","raw_affiliation_strings":["TUI, ETC, Signals, Circuits and Systems Laboratory, Ia\u015fi, 6600, Romania"],"affiliations":[{"raw_affiliation_string":"TUI, ETC, Signals, Circuits and Systems Laboratory, Ia\u015fi, 6600, Romania","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091862828"],"corresponding_institution_ids":["https://openalex.org/I4210108695"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14062971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"04","first_page":"399","last_page":"416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"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/T10320","display_name":"Neural Networks and Applications","score":0.9962999820709229,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9940000176429749,"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/decoupling","display_name":"Decoupling (probability)","score":0.6453707218170166},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6426241397857666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6127243041992188},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.6045598983764648},{"id":"https://openalex.org/keywords/nyquist-stability-criterion","display_name":"Nyquist stability criterion","score":0.5016870498657227},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4727148711681366},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4504755437374115},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4246806502342224},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.418249249458313},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4122644066810608},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37623029947280884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3703085780143738},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34651732444763184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1379503607749939},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09109264612197876},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07363468408584595}],"concepts":[{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.6453707218170166},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6426241397857666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6127243041992188},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.6045598983764648},{"id":"https://openalex.org/C7630364","wikidata":"https://www.wikidata.org/wiki/Q1756793","display_name":"Nyquist stability criterion","level":3,"score":0.5016870498657227},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4727148711681366},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4504755437374115},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4246806502342224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.418249249458313},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4122644066810608},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37623029947280884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3703085780143738},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34651732444763184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1379503607749939},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09109264612197876},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07363468408584595},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126603000945","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126603000945","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1520381012","https://openalex.org/W1980661496","https://openalex.org/W1983852986","https://openalex.org/W2045914180","https://openalex.org/W2051808374","https://openalex.org/W2056717940","https://openalex.org/W2100270375","https://openalex.org/W2115358623","https://openalex.org/W2122654447","https://openalex.org/W2124214878","https://openalex.org/W2160121923","https://openalex.org/W2167267517","https://openalex.org/W4250716583","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2152950565","https://openalex.org/W1617565119","https://openalex.org/W2099777870","https://openalex.org/W160381218","https://openalex.org/W2512958550","https://openalex.org/W2329266651","https://openalex.org/W3103825105","https://openalex.org/W2004102934","https://openalex.org/W2410283908","https://openalex.org/W2078421751"],"abstract_inverted_index":{"The":[0,33],"stability":[1],"and":[2,29,39,44],"dynamics":[3],"of":[4,7,35,57,70],"a":[5],"class":[6],"Cellular":[8],"Neural":[9],"Networks":[10],"(CNNs)":[11],"in":[12,54],"the":[13,20,36,55,63,67,71,79],"central":[14],"linear":[15,68],"part":[16],"is":[17,42,50],"investigated":[18],"using":[19],"decoupling":[21,72],"technique":[22,73],"based":[23],"on":[24],"discrete":[25],"spatial":[26],"transforms,":[27],"Nyquist":[28],"root":[30],"locus":[31],"techniques.":[32],"influence":[34],"cell":[37],"order":[38],"template":[40],"neighborhood":[41],"discussed":[43],"computer":[45],"simulations":[46],"are":[47,74],"presented.":[48],"It":[49],"shown":[51],"that,":[52],"as":[53],"case":[56],"Turing":[58],"patterns,":[59],"for":[60],"1D":[61],"CNNs,":[62],"patterns":[64],"predicted":[65],"by":[66],"theory":[69],"often":[75],"valid":[76],"even":[77],"when":[78],"nonlinearity":[80],"has":[81],"been":[82],"reached.":[83]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}