{"id":"https://openalex.org/W3198121193","doi":"https://doi.org/10.1142/s0218127421501613","title":"A Single-Node Classifier Implementation on Chua Oscillator within a Physical Reservoir Computing Framework","display_name":"A Single-Node Classifier Implementation on Chua Oscillator within a Physical Reservoir Computing Framework","publication_year":2021,"publication_date":"2021-09-02","ids":{"openalex":"https://openalex.org/W3198121193","doi":"https://doi.org/10.1142/s0218127421501613","mag":"3198121193"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127421501613","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127421501613","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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":"International Journal of Bifurcation and Chaos","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/A5032575179","display_name":"Uladzislau Sychou","orcid":"https://orcid.org/0000-0002-1355-8965"},"institutions":[{"id":"https://openalex.org/I151823869","display_name":"National Academy of Sciences of Belarus","ror":"https://ror.org/02j8pe645","country_code":"BY","type":"government","lineage":["https://openalex.org/I151823869"]},{"id":"https://openalex.org/I4210105192","display_name":"United Institute of Informatics Problems","ror":"https://ror.org/01ccbsb07","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210105192","https://openalex.org/I4210116091"]}],"countries":["BY"],"is_corresponding":true,"raw_author_name":"Uladzislau Sychou","raw_affiliation_strings":["Laboratory of Robotic Systems, United Institute of Informatics Problems of National Academy of Sciences of Belarus, Surganov Str., 6, Minsk 220012, Belarus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Robotic Systems, United Institute of Informatics Problems of National Academy of Sciences of Belarus, Surganov Str., 6, Minsk 220012, Belarus","institution_ids":["https://openalex.org/I4210105192","https://openalex.org/I151823869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032575179"],"corresponding_institution_ids":["https://openalex.org/I151823869","https://openalex.org/I4210105192"],"apc_list":null,"apc_paid":null,"fwci":0.2798,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64346391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"31","issue":"11","first_page":"2150161","last_page":"2150161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9878000020980835,"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/T10244","display_name":"Chaos control and synchronization","score":0.9689000248908997,"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/attractor","display_name":"Attractor","score":0.7931355237960815},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6438260674476624},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6339389085769653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5886972546577454},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.4234277606010437},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42244577407836914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32942163944244385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29043048620224},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2422029972076416},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11386457085609436},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10556194186210632}],"concepts":[{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.7931355237960815},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6438260674476624},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6339389085769653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5886972546577454},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.4234277606010437},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42244577407836914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32942163944244385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29043048620224},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2422029972076416},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11386457085609436},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10556194186210632},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218127421501613","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127421501613","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1579657384","https://openalex.org/W1971066582","https://openalex.org/W1977358249","https://openalex.org/W2014307680","https://openalex.org/W2030445607","https://openalex.org/W2044041805","https://openalex.org/W2053898169","https://openalex.org/W2053927541","https://openalex.org/W2075523193","https://openalex.org/W2084134149","https://openalex.org/W2105534740","https://openalex.org/W2137027720","https://openalex.org/W2145007766","https://openalex.org/W2212333328","https://openalex.org/W2605147097","https://openalex.org/W2887258823","https://openalex.org/W4239972437","https://openalex.org/W4242217121"],"related_works":["https://openalex.org/W2379488025","https://openalex.org/W2318462079","https://openalex.org/W2585728124","https://openalex.org/W2169362996","https://openalex.org/W2340294931","https://openalex.org/W2565482338","https://openalex.org/W2082884906","https://openalex.org/W2377705019","https://openalex.org/W2001163940","https://openalex.org/W4390283056"],"abstract_inverted_index":{"The":[0,32,39,122,137],"study":[1,33],"lies":[2],"in":[3,142,150],"the":[4,47,64,70,74,84,87,99,102,117,120,126,144],"field":[5],"of":[6,41,49,56,72,101,104,114,119,125],"physical":[7,30],"reservoir":[8],"computing":[9],"and":[10,90],"aims":[11],"to":[12,63,110],"develop":[13],"a":[14,29,53,57,129],"classifier":[15,127,138],"using":[16,36],"Fisher":[17],"Iris":[18,42,96,115],"dataset":[19,145],"for":[20,94],"benchmark":[21],"tasks.":[22],"Single":[23],"Chua":[24,132],"chaotic":[25,151],"oscillator":[26,75,133],"acts":[27],"as":[28,46],"reservoir.":[31],"was":[34],"performed":[35],"computer":[37],"simulation.":[38],"features":[40],"flowers":[43],"are":[44],"represented":[45],"consequence":[48],"short":[50],"pulses":[51],"at":[52],"constant":[54],"level":[55],"control":[58],"parameter,":[59],"which":[60],"is":[61],"fed":[62],"oscillator,":[65],"changing":[66],"its":[67],"dynamics.":[68],"During":[69],"classification":[71],"flowers,":[73],"works":[76],"without":[77],"being":[78],"reset,":[79],"so":[80],"each":[81,95,112],"pulse":[82],"on":[83],"input":[85],"changes":[86],"phase":[88],"trajectory":[89],"makes":[91,107],"it":[92,108],"unique":[93],"flower.":[97],"Finally,":[98],"estimation":[100],"symmetry":[103],"an":[105],"attractor":[106],"possible":[109],"connect":[111],"species":[113],"with":[116,134,146],"properties":[118],"attractor.":[121],"resulting":[123],"architecture":[124],"includes":[128],"single-node":[130],"externally-driven":[131],"time-delayed":[135],"input.":[136],"shows":[139],"two":[140],"mistakes":[141],"classifying":[143],"75":[147],"samples":[148],"working":[149],"mode.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
