{"id":"https://openalex.org/W3013327677","doi":"https://doi.org/10.1109/ickii46306.2019.9042636","title":"Design Semantic Memory by Artificial Neural Network","display_name":"Design Semantic Memory by Artificial Neural Network","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3013327677","doi":"https://doi.org/10.1109/ickii46306.2019.9042636","mag":"3013327677"},"language":"en","primary_location":{"id":"doi:10.1109/ickii46306.2019.9042636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii46306.2019.9042636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 2nd International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-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/A5018911220","display_name":"Koun\u2010Tem Sun","orcid":"https://orcid.org/0000-0002-5562-9792"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Koun-Tem Sun","raw_affiliation_strings":["National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012918894","display_name":"Syuan-Rong Syu","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Syuan-Rong Syu","raw_affiliation_strings":["National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037755787","display_name":"Shih-Yun Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Yun Lee","raw_affiliation_strings":["National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan,Department of Information and Learning Technology,Tainan,Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"Department of Information and Learning Technology, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018911220"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20987931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9847000241279602,"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":0.9847000241279602,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9435999989509583,"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":0.8142913579940796},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7368456125259399},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.7076813578605652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6174256801605225},{"id":"https://openalex.org/keywords/nervous-system-network-models","display_name":"Nervous system network models","score":0.5600430369377136},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.499117374420166},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4990267753601074},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.4883587062358856},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4736522436141968},{"id":"https://openalex.org/keywords/semantic-memory","display_name":"Semantic memory","score":0.4553717374801636},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4247598648071289},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3347999155521393},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.30348601937294006},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.21124958992004395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8142913579940796},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7368456125259399},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.7076813578605652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6174256801605225},{"id":"https://openalex.org/C173079777","wikidata":"https://www.wikidata.org/wiki/Q4299350","display_name":"Nervous system network models","level":5,"score":0.5600430369377136},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.499117374420166},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4990267753601074},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.4883587062358856},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4736522436141968},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.4553717374801636},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4247598648071289},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3347999155521393},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.30348601937294006},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.21124958992004395},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ickii46306.2019.9042636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii46306.2019.9042636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 2nd International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5199999809265137,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1878893887","https://openalex.org/W2003240077","https://openalex.org/W2033605145","https://openalex.org/W2547875792","https://openalex.org/W2950151997","https://openalex.org/W3041214984","https://openalex.org/W4230660356","https://openalex.org/W6729448088"],"related_works":["https://openalex.org/W1595652908","https://openalex.org/W2950022897","https://openalex.org/W2186233897","https://openalex.org/W2785001934","https://openalex.org/W2950917560","https://openalex.org/W2089093251","https://openalex.org/W651238688","https://openalex.org/W4361852939","https://openalex.org/W2440925417","https://openalex.org/W2320333000"],"abstract_inverted_index":{"This":[0,54],"paper":[1],"designs":[2],"a":[3,14,198],"multi-layer":[4],"neural":[5,59,118,130,142,155,171],"network":[6,16,20,60,156,172,180,194,202],"to":[7,61,90,112,191,214],"simulate":[8],"semantic":[9,95,177,200],"memory":[10,92,178,201],"[1]-[2]":[11],"for":[12,115,128,140],"building":[13],"hierarchical":[15,19,75,179],"model.":[17,181,203],"The":[18,163],"model":[21],"[3]":[22],"consists":[23],"of":[24,38,52,109,217],"nodes":[25,72],"(concepts)":[26],"and":[27,44,135,144,149,196,221],"links,":[28],"which":[29,66,87,209],"connect":[30],"between":[31,71],"the":[32,35,50,63,68,74,84,94,102,116,129,133,141,151,160,168,176,183,193,215],"nodes.":[33],"Nevertheless,":[34],"distance":[36,152,195],"(relevance)":[37],"link":[39],"is":[40,88],"defined":[41],"by":[42,154],"human":[43,91],"cannot":[45],"be":[46,79,211],"automatically":[47,81,157,190],"adapted":[48,82],"after":[49],"changing":[51],"environment.":[53],"study":[55],"proposes":[56],"an":[57,206],"artificial":[58,170],"learn":[62],"scenario":[64],"examples,":[65],"generates":[67],"relevance":[69],"(distance)":[70],"in":[73],"network.":[76],"It":[77],"can":[78,173,187],"also":[80,188],"when":[83,159],"environment":[85,161,184],"changes,":[86,185],"similar":[89],"re-encoding":[93],"memory.":[96],"There":[97],"are":[98],"three":[99],"issues":[100],"about":[101],"learning":[103],"effect":[104],"discussed:":[105],"(1)":[106],"different":[107,121],"number":[108],"layers":[110],"(three":[111],"six)":[113],"suitable":[114,127,139],"designed":[117],"networks,":[119],"(2)":[120],"activation":[122],"functions":[123],"(sigmoid,":[124],"tanh(x),":[125],"ReLU(x))":[126],"unit,":[131],"(3)":[132],"normalization":[134],"softmax":[136],"[4]":[137],"function":[138],"output":[143],"their":[145],"effects":[146],"on":[147],"learning,":[148],"whether":[150],"generated":[153],"adjusts":[158],"changes.":[162],"experimental":[164],"results":[165],"show":[166],"that":[167],"proposed":[169],"successfully":[174],"build":[175],"When":[182],"it":[186],"re-learn":[189],"adapt":[192],"generate":[197],"new":[199],"We":[204],"propose":[205],"innovative":[207],"approach":[208],"could":[210],"widely":[212],"applied":[213],"fields":[216],"brain":[218],"science,":[219],"psychology":[220],"education.":[222]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
