{"id":"https://openalex.org/W2144350182","doi":"https://doi.org/10.1142/s0218213092000193","title":"DETERMINATION OF NEURAL NETWORK PARAMETERS BY INFORMATION THEORY","display_name":"DETERMINATION OF NEURAL NETWORK PARAMETERS BY INFORMATION THEORY","publication_year":1992,"publication_date":"1992-06-01","ids":{"openalex":"https://openalex.org/W2144350182","doi":"https://doi.org/10.1142/s0218213092000193","mag":"2144350182"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213092000193","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213092000193","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"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 on Artificial Intelligence Tools","raw_type":"journal-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/A5085731955","display_name":"R\u00fcdiger Brause","orcid":null},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"R\u00dcDIGER W. BRAUSE","raw_affiliation_strings":["University of Frankfurt, FB Informatik, Postbox 11 19 32, D-6000 Frankfurt 11, FRG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Frankfurt, FB Informatik, Postbox 11 19 32, D-6000 Frankfurt 11, FRG","institution_ids":["https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085731955"],"corresponding_institution_ids":["https://openalex.org/I114090438"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19744281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"01","issue":"02","first_page":"205","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9853000044822693,"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":0.9853000044822693,"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9732000231742859,"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":0.7622951865196228},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6491421461105347},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5424602031707764},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.497819185256958},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.4834645390510559},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.46188658475875854},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4480932354927063},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4209396243095398},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41691720485687256},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3952064514160156},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38472387194633484},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33830830454826355},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2651272416114807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26252323389053345},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.204382061958313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7622951865196228},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6491421461105347},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5424602031707764},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.497819185256958},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4834645390510559},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.46188658475875854},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4480932354927063},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4209396243095398},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41691720485687256},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3952064514160156},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38472387194633484},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33830830454826355},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2651272416114807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26252323389053345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.204382061958313},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":[{"id":"doi:10.1142/s0218213092000193","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213092000193","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"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 on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W2165950148","https://openalex.org/W4300101996","https://openalex.org/W3101625811","https://openalex.org/W2338854850","https://openalex.org/W2601353981"],"abstract_inverted_index":{"It":[0],"is":[1,118],"well":[2],"known":[3],"that":[4],"artificial":[5],"neural":[6],"nets":[7],"can":[8],"be":[9,23],"used":[10,24,151],"as":[11,80],"approximators":[12],"of":[13,50,57,70,76,105,114,137,146,158,171,177],"any":[14,18],"continous":[15],"functions":[16],"to":[17,45],"desired":[19],"degree":[20],"and":[21,36,52,73,101,120,142,173],"therefore":[22],"e.g.":[25],"in":[26,108,152],"high-speed,":[27],"real-time":[28],"process":[29],"control.":[30],"Nevertheless,":[31],"for":[32,61,123],"a":[33,37,62,133,138,143],"given":[34,38],"application":[35],"network":[39],"architecture":[40],"the":[41,47,53,68,71,74,86,91,95,102,109,121,124,147,156,163,164,169,174,178],"non-trivial":[42],"task":[43],"rests":[44],"determine":[46,85],"necessary":[48,54],"number":[49,75,170],"neurons":[51,77,172],"accuracy":[55,69],"(number":[56],"bits)":[58],"per":[59],"weight":[60],"satisfactory":[63],"operation.":[64],"In":[65],"this":[66],"paper":[67],"weights":[72],"are":[78,128],"seen":[79],"general":[81],"system":[82,126,166],"parameters":[83,127],"which":[84],"maximal":[87],"output":[88],"information":[89,106,116,160],"(i.e.":[90],"approximation":[92,136,145],"error)":[93],"by":[94],"absolute":[96],"amount":[97],"(network":[98],"description":[99],"complexity)":[100],"relative":[103],"distribution":[104,117,161],"contained":[107],"network.":[110],"A":[111],"new":[112],"principle":[113,157],"optimal":[115,125,159,165],"proposed":[119],"conditions":[122],"derived.":[129],"For":[130],"two":[131],"examples,":[132],"simple":[134],"linear":[135],"non-linear,":[139],"quadratic":[140],"function":[141],"non-linear":[144],"inverse":[148],"kinematic":[149],"transformation":[150],"robot":[153],"manipulator":[154],"control,":[155],"gives":[162],"parameters,":[167],"i.e.":[168],"different":[175],"resolutions":[176],"variables.":[179]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
