{"id":"https://openalex.org/W4293425732","doi":"https://doi.org/10.3390/info13090405","title":"OptiNET\u2014Automatic Network Topology Optimization","display_name":"OptiNET\u2014Automatic Network Topology Optimization","publication_year":2022,"publication_date":"2022-08-27","ids":{"openalex":"https://openalex.org/W4293425732","doi":"https://doi.org/10.3390/info13090405"},"language":"en","primary_location":{"id":"doi:10.3390/info13090405","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090405","pdf_url":"https://www.mdpi.com/2078-2489/13/9/405/pdf?version=1663750732","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/9/405/pdf?version=1663750732","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028486652","display_name":"Andreas Maniatopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Andreas Maniatopoulos","raw_affiliation_strings":["Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027918116","display_name":"Paraskevi Alvanaki","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paraskevi Alvanaki","raw_affiliation_strings":["Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064706177","display_name":"Nikolaos Mitianoudis","orcid":"https://orcid.org/0000-0003-0898-6102"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Mitianoudis","raw_affiliation_strings":["Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0898-6102","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Democritus University of Thrace, 69100 Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028486652"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.1387,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54670135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":"9","first_page":"405","last_page":"405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9976000189781189,"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/T12676","display_name":"Machine Learning and ELM","score":0.9937999844551086,"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":0.7255160808563232},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6022452712059021},{"id":"https://openalex.org/keywords/boom","display_name":"Boom","score":0.5834639072418213},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5310459733009338},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5240429043769836},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5024662017822266},{"id":"https://openalex.org/keywords/topology-optimization","display_name":"Topology optimization","score":0.48101291060447693},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4622826874256134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4176388680934906},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32831424474716187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17770648002624512},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09822598099708557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7255160808563232},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6022452712059021},{"id":"https://openalex.org/C141441539","wikidata":"https://www.wikidata.org/wiki/Q1970908","display_name":"Boom","level":2,"score":0.5834639072418213},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5310459733009338},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5240429043769836},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5024662017822266},{"id":"https://openalex.org/C189216461","wikidata":"https://www.wikidata.org/wiki/Q2443456","display_name":"Topology optimization","level":3,"score":0.48101291060447693},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4622826874256134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4176388680934906},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32831424474716187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17770648002624512},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09822598099708557},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info13090405","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090405","pdf_url":"https://www.mdpi.com/2078-2489/13/9/405/pdf?version=1663750732","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:852a38c7c73a4291b140986503ffaebe","is_oa":true,"landing_page_url":"https://doaj.org/article/852a38c7c73a4291b140986503ffaebe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 9, p 405 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/9/405/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13090405","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 13; Issue 9; Pages: 405","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info13090405","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090405","pdf_url":"https://www.mdpi.com/2078-2489/13/9/405/pdf?version=1663750732","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293425732.pdf","grobid_xml":"https://content.openalex.org/works/W4293425732.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1978909760","https://openalex.org/W1980698266","https://openalex.org/W1995875735","https://openalex.org/W2007339694","https://openalex.org/W2018140810","https://openalex.org/W2029236670","https://openalex.org/W2034230784","https://openalex.org/W2103145132","https://openalex.org/W2141062232","https://openalex.org/W2148986322","https://openalex.org/W2170282759","https://openalex.org/W2186615578","https://openalex.org/W2423581336","https://openalex.org/W2474388053","https://openalex.org/W2567304693","https://openalex.org/W2728026583","https://openalex.org/W2805003733","https://openalex.org/W2887063753","https://openalex.org/W2894740066","https://openalex.org/W2905515056","https://openalex.org/W3118608800","https://openalex.org/W3159395934","https://openalex.org/W4388297464","https://openalex.org/W6657977852","https://openalex.org/W6755843862"],"related_works":["https://openalex.org/W3161710089","https://openalex.org/W2353620890","https://openalex.org/W2353579321","https://openalex.org/W3130795706","https://openalex.org/W3049366059","https://openalex.org/W2545193604","https://openalex.org/W2081304691","https://openalex.org/W3018492858","https://openalex.org/W2127556255","https://openalex.org/W279903623"],"abstract_inverted_index":{"The":[0,92],"recent":[1],"boom":[2],"of":[3,19,27,30,44,84,89,111,147],"artificial":[4],"Neural":[5],"Networks":[6],"(NN)":[7],"has":[8,38],"shown":[9],"that":[10],"NN":[11,31,46,93],"can":[12],"provide":[13],"viable":[14],"solutions":[15],"to":[16,71,106,143],"a":[17,52,81],"variety":[18],"problems.":[20],"However,":[21],"their":[22],"complexity":[23,88],"and":[24,55,100,119,138],"the":[25,42,57,65,72,87,90,108,117,124,135,139,145,148],"lack":[26],"efficient":[28],"interpretation":[29],"architectures":[32],"(commonly":[33],"considered":[34],"black":[35],"box":[36],"techniques)":[37],"adverse":[39],"effects":[40],"on":[41],"optimization":[43],"each":[45,114],"architecture.":[47,150],"One":[48],"cannot":[49],"simply":[50],"use":[51],"generic":[53],"topology":[54,67],"have":[56],"best":[58],"performance":[59,146],"in":[60,74],"every":[61],"application":[62],"field,":[63],"since":[64],"network":[66],"is":[68,94,104],"commonly":[69],"fine-tuned":[70],"problem/dataset":[73],"question.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79],"introduce":[80],"novel":[82],"method":[83],"computationally":[85],"assessing":[86],"dataset.":[91],"treated":[95],"as":[96],"an":[97],"information":[98,102],"channel,":[99],"thus":[101],"theory":[103],"used":[105],"estimate":[107],"optimal":[109],"number":[110],"neurons":[112],"for":[113],"layer,":[115],"reducing":[116],"memory":[118],"computational":[120],"load,":[121],"while":[122],"achieving":[123],"same,":[125],"if":[126],"not":[127],"greater,":[128],"accuracy.":[129],"Experiments":[130],"using":[131],"common":[132],"datasets":[133],"confirm":[134],"theoretical":[136],"findings,":[137],"derived":[140],"algorithm":[141],"seems":[142],"improve":[144],"original":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}