{"id":"https://openalex.org/W2003496097","doi":"https://doi.org/10.1109/icnc.2014.6975803","title":"Uniqueness logic represented via decimal numbers with WASD neural network","display_name":"Uniqueness logic represented via decimal numbers with WASD neural network","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2003496097","doi":"https://doi.org/10.1109/icnc.2014.6975803","mag":"2003496097"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2014.6975803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2014.6975803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 10th International Conference on Natural Computation (ICNC)","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/A5100431081","display_name":"Ru Wang","orcid":"https://orcid.org/0000-0001-5012-320X"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ru Wang","raw_affiliation_strings":["SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347267","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0003-4757-1364"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064934176","display_name":"Chengxu Ye","orcid":"https://orcid.org/0000-0001-6689-1115"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengxu Ye","raw_affiliation_strings":["SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Computer Science, Qinghai Normal University, Xining, China","School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer Science, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101794547","display_name":"Dongsheng Guo","orcid":"https://orcid.org/0000-0002-9236-229X"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Guo","raw_affiliation_strings":["SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053064477","display_name":"Yunong Zhang","orcid":"https://orcid.org/0000-0002-2228-0395"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunong Zhang","raw_affiliation_strings":["SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100431081"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210129003"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06767592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"18","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9830999970436096,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9505000114440918,"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/uniqueness","display_name":"Uniqueness","score":0.8257875442504883},{"id":"https://openalex.org/keywords/decimal","display_name":"Decimal","score":0.8030858635902405},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7788006067276001},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5514720678329468},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5474758744239807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5454540848731995},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5188971161842346},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5071167945861816},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.4983057975769043},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.42331463098526},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4223305881023407},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4210670292377472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3439498543739319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2869355082511902},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.21165987849235535}],"concepts":[{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.8257875442504883},{"id":"https://openalex.org/C65045869","wikidata":"https://www.wikidata.org/wiki/Q81365","display_name":"Decimal","level":2,"score":0.8030858635902405},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7788006067276001},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5514720678329468},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5474758744239807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5454540848731995},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5188971161842346},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5071167945861816},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.4983057975769043},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.42331463098526},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4223305881023407},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4210670292377472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3439498543739319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2869355082511902},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.21165987849235535},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2014.6975803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2014.6975803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 10th International Conference on Natural Computation (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1538983967","https://openalex.org/W1573503290","https://openalex.org/W1897327157","https://openalex.org/W2013735837","https://openalex.org/W2024975768","https://openalex.org/W2042621109","https://openalex.org/W2046904226","https://openalex.org/W2154218921","https://openalex.org/W2349716863","https://openalex.org/W2914651966","https://openalex.org/W4300402905","https://openalex.org/W6640036655","https://openalex.org/W7034655259"],"related_works":["https://openalex.org/W571281153","https://openalex.org/W2949403936","https://openalex.org/W4301247218","https://openalex.org/W3023806604","https://openalex.org/W2952139525","https://openalex.org/W2129818458","https://openalex.org/W4289551052","https://openalex.org/W4390756076","https://openalex.org/W2944425345","https://openalex.org/W2244330272"],"abstract_inverted_index":{"A":[0],"novel":[1],"concept,":[2],"uniqueness":[3],"logic":[4],"represented":[5],"via":[6],"decimal":[7],"numbers":[8],"(UL-D),":[9],"is":[10,76,126],"proposed":[11],"and":[12,50,67,131,140],"defined":[13],"in":[14,149],"this":[15,91],"paper.":[16],"Aiming":[17],"at":[18],"achieving":[19,150],"the":[20,34,39,55,59,63,68,74,83,96,114,117,119,132,138,145,151],"UL-D,":[21,118],"we":[22,93],"construct":[23],"a":[24,77],"neural":[25,41],"network":[26,42],"(i.e.,":[27,33],"NN)":[28],"based":[29],"on":[30],"weights-and-structure-determination":[31],"algorithm":[32],"resultant":[35],"WASD-NN).":[36],"Differing":[37],"from":[38],"back-propagation":[40],"(BP-NN)":[43],"adjusting":[44],"weights":[45,65],"by":[46,99,122],"lengthy":[47],"iterative":[48],"process":[49],"being":[51],"unable":[52],"to":[53],"acquire":[54],"optimal":[56,64,69],"structure":[57,70],"adaptively,":[58],"WASD-NN":[60,97,120,148],"can":[61],"determine":[62],"directly":[66],"automatically.":[71],"Note":[72],"that":[73],"UL-D":[75],"nonlinear":[78],"discontinuous":[79,123],"mapping,":[80],"of":[81,116,144],"which":[82],"approximation":[84],"has":[85],"rarely":[86],"been":[87],"investigated":[88],"before.":[89],"In":[90],"paper,":[92],"firstly":[94],"investigate":[95],"activated":[98,121,147],"commonly":[100],"used":[101],"continuous":[102],"power":[103],"functions,":[104],"with":[105],"corresponding":[106],"numerical":[107,133],"experiment":[108,134],"results":[109],"less":[110],"satisfactory.":[111],"By":[112],"understanding":[113],"nature":[115],"signum":[124],"function":[125],"thus":[127],"creatively":[128],"built":[129],"up,":[130],"studies":[135],"demonstrate":[136],"well":[137],"efficient":[139],"superior":[141],"approximating":[142],"ability":[143],"signum-function":[146],"UL-D.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}