{"id":"https://openalex.org/W4412170834","doi":"https://doi.org/10.1109/access.2025.3587732","title":"A New 5-D Hyperchaotic System With a Line Equilibrium, Its Bifurcation Analysis, Circuit Simulation, FPGA Implementation, and Data Prediction Using Long-Term-Short Memory","display_name":"A New 5-D Hyperchaotic System With a Line Equilibrium, Its Bifurcation Analysis, Circuit Simulation, FPGA Implementation, and Data Prediction Using Long-Term-Short Memory","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412170834","doi":"https://doi.org/10.1109/access.2025.3587732"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3587732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3587732","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3587732","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009450763","display_name":"Talal Bonny","orcid":"https://orcid.org/0000-0003-1111-0304"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Talal Bonny","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates","Department of Computer Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":"https://orcid.org/0000-0003-1111-0304","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051386391","display_name":"Sundarapandian Va\u0131dyanathan","orcid":"https://orcid.org/0000-0003-4696-908X"},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sundarapandian Vaidyanathan","raw_affiliation_strings":["Centre for Control Systems, Vel Tech University, Chennai, Tamil Nadu, India","Centre for Control Systems, Vel Tech University, Vel Nagar, Avadi, Chennai, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0003-4696-908X","affiliations":[{"raw_affiliation_string":"Centre for Control Systems, Vel Tech University, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I1330855593"]},{"raw_affiliation_string":"Centre for Control Systems, Vel Tech University, Vel Nagar, Avadi, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036729779","display_name":"Wafaa Al Nassan","orcid":"https://orcid.org/0000-0002-3790-7226"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Wafaa Al Nassan","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates","Department of Computer Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005572806","display_name":"Aceng Sambas","orcid":"https://orcid.org/0009-0009-9907-5259"},"institutions":[{"id":"https://openalex.org/I51569856","display_name":"Sultan Zainal Abidin University","ror":"https://ror.org/00bnk2e50","country_code":"MY","type":"education","lineage":["https://openalex.org/I51569856"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aceng Sambas","raw_affiliation_strings":["Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Kuala Terengganu, Malaysia","Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Gong Badak, Terengganu, Malaysia"],"raw_orcid":"https://orcid.org/0009-0009-9907-5259","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Kuala Terengganu, Malaysia","institution_ids":["https://openalex.org/I51569856"]},{"raw_affiliation_string":"Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Gong Badak, Terengganu, Malaysia","institution_ids":["https://openalex.org/I51569856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013654532","display_name":"Fareh Hannachi","orcid":"https://orcid.org/0000-0002-8213-2757"},"institutions":[{"id":"https://openalex.org/I4210095290","display_name":"Universit\u00e9 Larbi T\u00e9bessi","ror":"https://ror.org/00tnac320","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210095290"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fareh Hannachi","raw_affiliation_strings":["Department of Management Sciences, Echahid Cheikh Larbi Tebessi University, Tebessa, Algeria","Department of Management Sciences, Larbi Tebessi University, Tebessa, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-8213-2757","affiliations":[{"raw_affiliation_string":"Department of Management Sciences, Echahid Cheikh Larbi Tebessi University, Tebessa, Algeria","institution_ids":["https://openalex.org/I4210095290"]},{"raw_affiliation_string":"Department of Management Sciences, Larbi Tebessi University, Tebessa, Algeria","institution_ids":["https://openalex.org/I4210095290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054787684","display_name":"Maher Alrahhal","orcid":"https://orcid.org/0000-0001-9688-3431"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Maher Alrahhal","raw_affiliation_strings":["Research Institute of Sciences and Engineering, University of Sharjah, Sharjah, United Arab Emirates","Research Institute of Sciences and Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":"https://orcid.org/0000-0001-9688-3431","affiliations":[{"raw_affiliation_string":"Research Institute of Sciences and Engineering, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Research Institute of Sciences and Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062151198","display_name":"Chittineni Aruna","orcid":"https://orcid.org/0009-0005-4427-1093"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]},{"id":"https://openalex.org/I99693012","display_name":"Kamineni Institute of Dental Sciences","ror":"https://ror.org/02dqcqh19","country_code":"IN","type":"education","lineage":["https://openalex.org/I99693012"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chittineni Aruna","raw_affiliation_strings":["Department of Computer Science and Engineering, KKR and KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India","Department of Computer Science and Engineering, KKR &#x0026; KSR Institute of Technology and Sciences, Vinjanampadu, Guntur, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, KKR and KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I875944469"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, KKR &#x0026; KSR Institute of Technology and Sciences, Vinjanampadu, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I99693012"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009450763"],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":24.9311,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.99417486,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"121918","last_page":"121934"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9520999789237976,"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/T10320","display_name":"Neural Networks and Applications","score":0.9520999789237976,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6581547260284424},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6278010606765747},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5803048610687256},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5539721250534058},{"id":"https://openalex.org/keywords/bifurcation","display_name":"Bifurcation","score":0.5236710906028748},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.34585249423980713},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3338989019393921},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21792516112327576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16641992330551147},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13972949981689453},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09682759642601013},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.08579292893409729},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08029544353485107}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581547260284424},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6278010606765747},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5803048610687256},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5539721250534058},{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.5236710906028748},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34585249423980713},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3338989019393921},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21792516112327576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16641992330551147},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13972949981689453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09682759642601013},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.08579292893409729},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08029544353485107},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3587732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3587732","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dad93d91b5a141d891fbfa8932d655ee","is_oa":true,"landing_page_url":"https://doaj.org/article/dad93d91b5a141d891fbfa8932d655ee","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 121918-121934 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3587732","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3587732","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1586750592","https://openalex.org/W2082921940","https://openalex.org/W2152254020","https://openalex.org/W2162509981","https://openalex.org/W2793299245","https://openalex.org/W2943688681","https://openalex.org/W2948447754","https://openalex.org/W2968626594","https://openalex.org/W2994028939","https://openalex.org/W3012621877","https://openalex.org/W3040211378","https://openalex.org/W3128868763","https://openalex.org/W3133957662","https://openalex.org/W3176199777","https://openalex.org/W4200607204","https://openalex.org/W4206286505","https://openalex.org/W4220967764","https://openalex.org/W4242121232","https://openalex.org/W4281484885","https://openalex.org/W4291318761","https://openalex.org/W4312199209","https://openalex.org/W4367056892","https://openalex.org/W4381327710","https://openalex.org/W4389495058","https://openalex.org/W4396506157","https://openalex.org/W4400099440","https://openalex.org/W4400391769","https://openalex.org/W4400579911","https://openalex.org/W4400763342","https://openalex.org/W4401326785","https://openalex.org/W4402297662","https://openalex.org/W4402397931","https://openalex.org/W4404654199","https://openalex.org/W4404736893","https://openalex.org/W4405005380","https://openalex.org/W4405111712","https://openalex.org/W4405299951","https://openalex.org/W4405485550","https://openalex.org/W4406064582","https://openalex.org/W4406347594","https://openalex.org/W4406794814","https://openalex.org/W4407718429","https://openalex.org/W4408476049","https://openalex.org/W4409251508","https://openalex.org/W4409295981","https://openalex.org/W4410080375","https://openalex.org/W4410731283","https://openalex.org/W4410988911","https://openalex.org/W4411245748","https://openalex.org/W6746895351"],"related_works":["https://openalex.org/W2111241003","https://openalex.org/W2355315220","https://openalex.org/W4200391368","https://openalex.org/W2210979487","https://openalex.org/W2316202402","https://openalex.org/W2074043759","https://openalex.org/W2082487009","https://openalex.org/W2373535795","https://openalex.org/W3103262449","https://openalex.org/W2787763930"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3,9,63],"new":[4,19,38,58,114],"5-D":[5,59,115],"hyperchaotic":[6,20,39,60,78,110,116],"system":[7,21,40,61,79],"with":[8,62,161],"line":[10,64],"of":[11,17,36,47,65,75,100,112,131,146,176],"equilibrium":[12,66],"points.":[13],"The":[14,118,151],"bifurcation":[15,25],"properties":[16,35],"the":[18,37,45,57,76,98,101,108,113,129,143,147,172,177],"are":[22,41,139],"analyzed":[23],"using":[24,88],"diagrams":[26],"and":[27,32,128,157,174],"Lyapunov":[28],"exponents":[29],"spectra.":[30],"Multistability":[31],"offset":[33],"boosting":[34],"also":[42],"discussed.":[43],"With":[44],"help":[46],"Multisim":[48],"14.0":[49],"circuit":[50,54],"simulator,":[51],"an":[52,72],"electronic":[53],"design":[55],"for":[56,155],"points":[67],"has":[68],"been":[69],"constructed.":[70],"Furthermore,":[71],"FPGA":[73,89],"implementation":[74],"proposed":[77,148,178],"is":[80],"performed":[81],"by":[82],"applying":[83],"Forward":[84],"Euler":[85],"numerical":[86],"methods":[87],"CYCLONE":[90],"IV":[91],"GX":[92],"platform.":[93],"Additionally,":[94],"this":[95],"study":[96],"demonstrates":[97],"use":[99],"Long-Short-Term":[102],"Memory":[103],"LSTM":[104,149],"model":[105],"to":[106,141,169],"predict":[107],"future":[109],"behavior":[111],"system.":[117],"Mean":[119,124],"Square":[120,125],"Error":[121,126],"(MSE),":[122],"Root":[123],"(RMSE),":[127],"coefficient":[130],"determination":[132],"(<italic":[133],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[134,136,163,165],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</i><sup":[135,164],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>)":[137],"metrics":[138],"used":[140],"evaluate":[142],"prediction":[144,179],"performance":[145],"model.":[150,180],"small":[152],"obtained":[153],"values":[154],"MSE":[156],"RMSE":[158],"respectively,":[159],"along":[160],"<italic":[162],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[166],"scores":[167],"near":[168],"1,":[170],"reveal":[171],"accuracy":[173],"reliability":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
