{"id":"https://openalex.org/W2042190213","doi":"https://doi.org/10.4018/joci.2012040103","title":"Learning Transformations with Complex-Valued Neurocomputing","display_name":"Learning Transformations with Complex-Valued Neurocomputing","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2042190213","doi":"https://doi.org/10.4018/joci.2012040103","mag":"2042190213"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/joci.2012040103","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5008618142","display_name":"Tohru Nitta","orcid":"https://orcid.org/0000-0001-9628-7920"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tohru Nitta","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008618142"],"corresponding_institution_ids":["https://openalex.org/I73613424"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":64,"max":72},"biblio":{"volume":"3","issue":"2","first_page":"81","last_page":"116"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9956,"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":0.9956,"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":0.9187,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9048,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/associative-property","display_name":"Associative property","score":0.42265612}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.76708806},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.74009675},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7085459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65056133},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6462697},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.63378483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46814018},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43096456},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.42265612},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.41492108},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.295069},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.16730484},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/joci.2012040103","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":42,"referenced_works":["https://openalex.org/W142384176","https://openalex.org/W1500650958","https://openalex.org/W1578285471","https://openalex.org/W1580766852","https://openalex.org/W1968629980","https://openalex.org/W1992881070","https://openalex.org/W1995341919","https://openalex.org/W2012667922","https://openalex.org/W2014744906","https://openalex.org/W2025934818","https://openalex.org/W2043003144","https://openalex.org/W2043978450","https://openalex.org/W2047515252","https://openalex.org/W2056017984","https://openalex.org/W2080897340","https://openalex.org/W2088630956","https://openalex.org/W2126944419","https://openalex.org/W2129270815","https://openalex.org/W2132048588","https://openalex.org/W2134563598","https://openalex.org/W2144746551","https://openalex.org/W2149961130","https://openalex.org/W2161780063","https://openalex.org/W2169006540","https://openalex.org/W2476841360","https://openalex.org/W2487295360","https://openalex.org/W2488580825","https://openalex.org/W2492889297","https://openalex.org/W2495560398","https://openalex.org/W2503728203","https://openalex.org/W2751023760","https://openalex.org/W2798922842","https://openalex.org/W2904241243","https://openalex.org/W3207342693","https://openalex.org/W4206645272","https://openalex.org/W4211251910","https://openalex.org/W4292692317","https://openalex.org/W4300402905","https://openalex.org/W565274834","https://openalex.org/W639538290","https://openalex.org/W65876386","https://openalex.org/W93167102"],"related_works":["https://openalex.org/W279701215","https://openalex.org/W2107697999","https://openalex.org/W2102673654","https://openalex.org/W2077804929","https://openalex.org/W2049114128","https://openalex.org/W2046912830","https://openalex.org/W1984090010","https://openalex.org/W1974468537","https://openalex.org/W1902246517","https://openalex.org/W1540514728"],"abstract_inverted_index":{"The":[0,28],"ability":[1,38,50,102],"of":[2,19,25,51,82,103,126,148,174,213,217],"the":[3,17,23,33,36,44,49,52,63,72,80,100,104,124,127,138,144,146,149,160,169,171,175,185,218],"1-n-1":[4,53,105,128,176,206,219],"complex-valued":[5,29,54,83,106,129,150,177,207,221],"neural":[6,30,55,84,107,130,178,208,222],"network":[7,31,56,108,131,179,223],"to":[8,16,57,78,88,159,197,224],"learn":[9,58],"2D":[10,59,67,116,181],"affine":[11,60,68,182],"transformations":[12,61,69,183],"has":[13,32,110,133],"been":[14],"applied":[15],"estimation":[18],"optical":[20],"flows":[21],"and":[22,35,62,94,121,143,154,184,203],"generation":[24],"fractal":[26],"images.":[27],"adaptability":[34],"generalization":[37,101],"as":[39,71],"inherent":[40],"nature.":[41],"This":[42],"is":[43,76,118,141,163,189,228],"most":[45],"different":[46],"point":[47],"between":[48],"standard":[64],"techniques":[65],"for":[66],"such":[70],"Fourier":[73],"descriptor.":[74],"It":[75],"important":[77],"clarify":[79],"properties":[81],"networks":[85],"in":[86],"order":[87],"accelerate":[89],"its":[90],"practical":[91],"applications":[92],"more":[93,201],"more.":[95],"In":[96],"this":[97],"paper,":[98],"first,":[99],"which":[109],"learned":[111,134,180],"complicated":[112,199],"rotations":[113],"on":[114,137],"a":[115,135,155,211],"plane":[117],"examined":[119],"experimentally":[120],"analytically.":[122],"Next,":[123],"behavior":[125],"that":[132],"transformation":[136,157],"Steiner":[139,161],"circles":[140,162],"demonstrated,":[142],"relationship":[145,170],"values":[147,173],"weights":[151],"after":[152],"training":[153],"linear":[156],"related":[158],"clarified":[164],"via":[165],"computer":[166],"simulations.":[167],"Furthermore,":[168],"weight":[172],"learning":[186],"patterns":[187],"used":[188],"elucidated.":[190],"These":[191],"research":[192],"results":[193],"make":[194],"it":[195],"possible":[196],"solve":[198],"problems":[200],"simply":[202],"efficiently":[204],"with":[205],"networks.":[209],"As":[210],"matter":[212],"fact,":[214],"an":[215,225],"application":[216],"type":[220],"associative":[226],"memory":[227],"presented.":[229]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2042190213","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-12-15T10:58:30.574293","created_date":"2016-06-24"}