{"id":"https://openalex.org/W2048868165","doi":"https://doi.org/10.1109/tnnls.2015.2416353","title":"Perception Evolution Network Based on Cognition Deepening Model\u2014Adapting to the Emergence of New Sensory Receptor","display_name":"Perception Evolution Network Based on Cognition Deepening Model\u2014Adapting to the Emergence of New Sensory Receptor","publication_year":2015,"publication_date":"2015-04-28","ids":{"openalex":"https://openalex.org/W2048868165","doi":"https://doi.org/10.1109/tnnls.2015.2416353","mag":"2048868165","pmid":"https://pubmed.ncbi.nlm.nih.gov/25935048"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2015.2416353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2015.2416353","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning 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/A5035659293","display_name":"Youlu Xing","orcid":"https://orcid.org/0000-0001-5712-8775"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Youlu Xing","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036608458","display_name":"Furao Shen","orcid":"https://orcid.org/0000-0002-7285-326X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Furao Shen","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102923053","display_name":"Jinxi Zhao","orcid":"https://orcid.org/0009-0009-7662-7137"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxi Zhao","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, China#TAB#","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035659293"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":2.5886,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9140259,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"27","issue":"3","first_page":"607","last_page":"620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9779000282287598,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9768000245094299,"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/perception","display_name":"Perception","score":0.7959070205688477},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.7424330115318298},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.682758629322052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6539280414581299},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5856291055679321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5615602135658264},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5040873289108276},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.47654086351394653},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.448625385761261},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.43089765310287476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4201130270957947},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4162499010562897},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.112181156873703},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.0946519672870636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08273088932037354}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7959070205688477},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.7424330115318298},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.682758629322052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6539280414581299},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5856291055679321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5615602135658264},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5040873289108276},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.47654086351394653},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.448625385761261},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.43089765310287476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4201130270957947},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4162499010562897},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.112181156873703},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0946519672870636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08273088932037354},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000220","descriptor_name":"Adaptation, Biological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000220","descriptor_name":"Adaptation, Biological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000220","descriptor_name":"Adaptation, Biological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011984","descriptor_name":"Sensory Receptor Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011984","descriptor_name":"Sensory Receptor Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011984","descriptor_name":"Sensory Receptor Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2015.2416353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2015.2416353","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:25935048","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25935048","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":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.550000011920929,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1839281937","display_name":null,"funder_award_id":"61375064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5741061336","display_name":null,"funder_award_id":"61373001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7561978201","display_name":null,"funder_award_id":"61375061","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":53,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1497256448","https://openalex.org/W1515584396","https://openalex.org/W1537430301","https://openalex.org/W1659842140","https://openalex.org/W1967387964","https://openalex.org/W1985602045","https://openalex.org/W2010150441","https://openalex.org/W2012611887","https://openalex.org/W2013357884","https://openalex.org/W2013916778","https://openalex.org/W2022409762","https://openalex.org/W2030010473","https://openalex.org/W2037979274","https://openalex.org/W2038420319","https://openalex.org/W2038994994","https://openalex.org/W2040870580","https://openalex.org/W2047870719","https://openalex.org/W2059148040","https://openalex.org/W2061761368","https://openalex.org/W2064774462","https://openalex.org/W2080335044","https://openalex.org/W2088220893","https://openalex.org/W2099339725","https://openalex.org/W2100495367","https://openalex.org/W2103753221","https://openalex.org/W2106304233","https://openalex.org/W2112796159","https://openalex.org/W2119507074","https://openalex.org/W2120250216","https://openalex.org/W2128264585","https://openalex.org/W2130370504","https://openalex.org/W2138754805","https://openalex.org/W2143386621","https://openalex.org/W2144004768","https://openalex.org/W2147594147","https://openalex.org/W2150159007","https://openalex.org/W2156222070","https://openalex.org/W2166322089","https://openalex.org/W2171302600","https://openalex.org/W2171809276","https://openalex.org/W2287077337","https://openalex.org/W2293050121","https://openalex.org/W2469497343","https://openalex.org/W2500228126","https://openalex.org/W2732236724","https://openalex.org/W2994602346","https://openalex.org/W3023912307","https://openalex.org/W3145217144","https://openalex.org/W4327517768","https://openalex.org/W6680294583","https://openalex.org/W6685747873","https://openalex.org/W6740724198"],"related_works":["https://openalex.org/W49175182","https://openalex.org/W4319337864","https://openalex.org/W4386770831","https://openalex.org/W1976623005","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W4246404288","https://openalex.org/W3202461300","https://openalex.org/W3021562414","https://openalex.org/W2148111537"],"abstract_inverted_index":{"The":[0],"proposed":[1,136],"perception":[2,69,72,82],"evolution":[3],"network":[4,11,58],"(PEN)":[5],"is":[6,21,83,86],"a":[7,65,78,105],"biologically":[8],"inspired":[9],"neural":[10,57],"model":[12],"for":[13],"unsupervised":[14,56],"learning":[15,29],"and":[16,35,115,128,138],"online":[17],"incremental":[18,33],"learning.":[19],"It":[20],"able":[22,87],"to":[23,88,104,133],"automatically":[24],"learn":[25],"suitable":[26],"prototypes":[27,101],"from":[28],"data":[30,127,130],"in":[31,70],"an":[32],"way,":[34],"it":[36],"does":[37],"not":[38],"require":[39],"the":[40,45,54,62,71,75,90,96,100,112,116,120,124,135,139],"predefined":[41,46],"prototype":[42],"number":[43],"or":[44],"similarity":[47],"threshold.":[48],"Meanwhile,":[49],"being":[50],"more":[51],"advanced":[52],"than":[53],"existing":[55],"model,":[59],"PEN":[60,85,143],"permits":[61],"emergence":[63],"of":[64,68,74,81,110,119],"new":[66,79,91,117],"dimension":[67,80,114,118],"field":[73],"network.":[76],"When":[77],"introduced,":[84],"integrate":[89],"dimensional":[92],"sensory":[93,121],"inputs":[94],"with":[95],"learned":[97],"prototypes,":[98],"i.e.,":[99],"are":[102,131],"mapped":[103],"high-dimensional":[106],"space,":[107],"which":[108],"consists":[109],"both":[111],"original":[113],"inputs.":[122],"In":[123],"experiment,":[125],"artificial":[126],"real-world":[129],"used":[132],"test":[134],"PEN,":[137],"results":[140],"show":[141],"that":[142],"can":[144],"work":[145],"effectively.":[146]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
