{"id":"https://openalex.org/W4360869580","doi":"https://doi.org/10.1142/s0129065723500296","title":"A Prediction Model Based on Gated Nonlinear Spiking Neural Systems","display_name":"A Prediction Model Based on Gated Nonlinear Spiking Neural Systems","publication_year":2023,"publication_date":"2023-03-24","ids":{"openalex":"https://openalex.org/W4360869580","doi":"https://doi.org/10.1142/s0129065723500296","pmid":"https://pubmed.ncbi.nlm.nih.gov/37053009"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065723500296","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500296","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"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 Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5115603658","display_name":"Yujie Zhang","orcid":"https://orcid.org/0000-0002-5524-2790"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Zhang","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379380","display_name":"Qian Yang","orcid":"https://orcid.org/0000-0003-2304-9408"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Yang","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045317306","display_name":"Zhicai Liu","orcid":"https://orcid.org/0009-0001-5283-9954"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhicai Liu","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002585515","display_name":"Hong Peng","orcid":"https://orcid.org/0000-0002-3028-8872"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Peng","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100332169","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0003-3422-104X"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["School of Electrical Engineering and Electronic Information, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Electronic Information, Xihua University, Chengdu 610039, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I102345215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002585515"],"corresponding_institution_ids":["https://openalex.org/I102345215"],"apc_list":null,"apc_paid":null,"fwci":7.0737,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97617245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"33","issue":"06","first_page":"2350029","last_page":"2350029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.998199999332428,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7887367010116577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7236176133155823},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5266245007514954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48372796177864075},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4817638397216797},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.44412022829055786},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.43817445635795593},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4152787923812866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36525940895080566},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3386552929878235}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7887367010116577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7236176133155823},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5266245007514954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48372796177864075},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4817638397216797},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.44412022829055786},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.43817445635795593},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4152787923812866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36525940895080566},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3386552929878235},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065723500296","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500296","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"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 Neural Systems","raw_type":"journal-article"},{"id":"pmid:37053009","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37053009","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7471512200","display_name":null,"funder_award_id":"Nos. 62176216 and 62076206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W316829799","https://openalex.org/W1636374184","https://openalex.org/W2019207321","https://openalex.org/W2042013578","https://openalex.org/W2064675550","https://openalex.org/W2119374546","https://openalex.org/W2130459697","https://openalex.org/W2282602956","https://openalex.org/W2285826949","https://openalex.org/W2569241379","https://openalex.org/W2741836281","https://openalex.org/W2745632920","https://openalex.org/W2809589638","https://openalex.org/W2897397294","https://openalex.org/W2898296895","https://openalex.org/W2914381618","https://openalex.org/W2946084162","https://openalex.org/W2976653314","https://openalex.org/W2993122943","https://openalex.org/W2996272389","https://openalex.org/W3013442423","https://openalex.org/W3017199621","https://openalex.org/W3019918961","https://openalex.org/W3033635470","https://openalex.org/W3033861578","https://openalex.org/W3034330439","https://openalex.org/W3037485096","https://openalex.org/W3037916286","https://openalex.org/W3093957891","https://openalex.org/W3102133741","https://openalex.org/W3107324520","https://openalex.org/W3116859584","https://openalex.org/W3128936536","https://openalex.org/W3135452742","https://openalex.org/W3170053397","https://openalex.org/W3180682559","https://openalex.org/W3197125285","https://openalex.org/W3198002584","https://openalex.org/W3200350636","https://openalex.org/W3211069630","https://openalex.org/W4200613250","https://openalex.org/W4220680159","https://openalex.org/W4220737338","https://openalex.org/W4223560684","https://openalex.org/W4226024546","https://openalex.org/W4226178922","https://openalex.org/W4229029974","https://openalex.org/W4242595604","https://openalex.org/W4281709755","https://openalex.org/W4289260438","https://openalex.org/W4293828168","https://openalex.org/W4296041395"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W1991765889","https://openalex.org/W1990068454","https://openalex.org/W2118640767","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W3146111732","https://openalex.org/W1990205660","https://openalex.org/W4385335406"],"abstract_inverted_index":{"Nonlinear":[0],"spiking":[1,16,46],"neural":[2,47],"P":[3,48],"(NSNP)":[4],"systems":[5,22,49],"are":[6,70,133],"one":[7],"of":[8,18,40,128,152],"neural-like":[9],"membrane":[10],"computing":[11],"models,":[12],"abstracted":[13],"by":[14,103],"nonlinear":[15,25,31,45],"mechanisms":[17],"biological":[19],"neurons.":[20],"NSNP":[21,41],"have":[23],"a":[24,38,57,85,104],"structure":[26],"and":[27],"can":[28],"show":[29],"rich":[30],"dynamics.":[32],"In":[33,95],"this":[34],"paper,":[35],"we":[36,83],"introduce":[37],"variant":[39],"systems,":[42,56],"called":[43,62,92],"gated":[44],"or":[50],"GNSNP":[51,55,63,90,99],"systems.":[52],"Based":[53],"on":[54,89],"recurrent-like":[58],"model":[59,87,100,140,156],"is":[60,101,108],"investigated,":[61],"model.":[64,94],"Moreover,":[65],"exchange":[66,129,158],"rate":[67,130,159],"forecasting":[68,160],"tasks":[69],"used":[71,109],"as":[72],"the":[73,81,98,112,123,137,150,153],"application":[74],"background":[75],"to":[76,110,135],"verify":[77],"its":[78],"ability.":[79],"For":[80],"purpose,":[82],"develop":[84],"prediction":[86,124,144],"based":[88],"model,":[91,97],"ERF-GNSNP":[93,96,139,155],"followed":[102],"\"dense\"":[105],"layer,":[106],"which":[107],"capture":[111],"correlation":[113],"between":[114],"different":[115],"sub-series":[116],"in":[117],"multivariate":[118],"time":[119],"series.":[120],"To":[121],"evaluate":[122],"performance,":[125],"nine":[126],"groups":[127],"data":[131],"sets":[132],"utilized":[134],"compare":[136],"proposed":[138,154],"with":[141],"25":[142],"baseline":[143],"models.":[145],"The":[146],"comparison":[147],"results":[148],"demonstrate":[149],"effectiveness":[151],"for":[157],"tasks.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":5}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
