{"id":"https://openalex.org/W3041836003","doi":"https://doi.org/10.3390/fi12070117","title":"Innovative Topologies and Algorithms for Neural Networks","display_name":"Innovative Topologies and Algorithms for Neural Networks","publication_year":2020,"publication_date":"2020-07-11","ids":{"openalex":"https://openalex.org/W3041836003","doi":"https://doi.org/10.3390/fi12070117","mag":"3041836003"},"language":"en","primary_location":{"id":"doi:10.3390/fi12070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12070117","pdf_url":"https://www.mdpi.com/1999-5903/12/7/117/pdf?version=1594478640","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/12/7/117/pdf?version=1594478640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056068081","display_name":"Salvatore Graziani","orcid":"https://orcid.org/0000-0003-3079-9071"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Graziani","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087482922","display_name":"Maria Gabriella Xibilia","orcid":"https://orcid.org/0000-0001-7723-2051"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maria Gabriella Xibilia","raw_affiliation_strings":["Dipartimento di Ingegneria, University of Messina, Contrada di Dio, S. Agata, 98166 Messina ME, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria, University of Messina, Contrada di Dio, S. Agata, 98166 Messina ME, Italy","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087482922"],"corresponding_institution_ids":["https://openalex.org/I112862951"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.1963,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49339258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"7","first_page":"117","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9926000237464905,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.885907769203186},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.7303747534751892},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6679512858390808},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6022692322731018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5523704290390015},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4416443109512329},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42774707078933716},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4241653084754944},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3369591236114502},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14974069595336914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.885907769203186},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.7303747534751892},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6679512858390808},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6022692322731018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5523704290390015},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4416443109512329},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42774707078933716},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4241653084754944},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3369591236114502},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14974069595336914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":5,"locations":[{"id":"doi:10.3390/fi12070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12070117","pdf_url":"https://www.mdpi.com/1999-5903/12/7/117/pdf?version=1594478640","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:12:y:2020:i:7:p:117-:d:383394","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/12/7/117/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:directory.doabooks.org:20.500.12854/68541","is_oa":true,"landing_page_url":"https://mdpi.com/books/pdfview/book/3562","pdf_url":null,"source":{"id":"https://openalex.org/S4306400539","display_name":"Directory of Open access Books (OAPEN Foundation)","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:doaj.org/article:a70985d921b643ef93ad80223eedea63","is_oa":true,"landing_page_url":"https://doaj.org/article/a70985d921b643ef93ad80223eedea63","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 12, Iss 7, p 117 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/12/7/117/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi12070117","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":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi12070117","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12070117","pdf_url":"https://www.mdpi.com/1999-5903/12/7/117/pdf?version=1594478640","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041836003.pdf","grobid_xml":"https://content.openalex.org/works/W3041836003.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2900489240","https://openalex.org/W2900818277","https://openalex.org/W2905014578","https://openalex.org/W2907527313","https://openalex.org/W2910715973","https://openalex.org/W2912735527","https://openalex.org/W2916887991","https://openalex.org/W2916982636","https://openalex.org/W2928376668","https://openalex.org/W2936386149","https://openalex.org/W2976146566","https://openalex.org/W2989220727"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2046435967","https://openalex.org/W2007156430","https://openalex.org/W2170882281","https://openalex.org/W3081478936","https://openalex.org/W4231775656","https://openalex.org/W2785612136","https://openalex.org/W1539291615"],"abstract_inverted_index":{"The":[0,23,54,101],"introduction":[1],"of":[2,20,25,33,52,56,68,78,92,103,132],"new":[3],"topologies":[4],"and":[5,44,49,73,90,118],"training":[6,74],"procedures":[7],"to":[8,66,87,98,110],"deep":[9,26],"neural":[10,21,62,83],"networks":[11,84],"has":[12,28],"solicited":[13],"a":[14,57,61],"renewed":[15],"interest":[16],"in":[17,36,125],"the":[18,31,34,79,88,111,126,133],"field":[19],"computation.":[22],"use":[24],"structures":[27],"significantly":[29],"improved":[30],"state":[32],"art":[35],"many":[37,129],"applications,":[38,48],"such":[39],"as":[40],"computer":[41],"vision,":[42],"speech":[43],"text":[45],"processing,":[46],"medical":[47],"IoT":[50],"(Internet":[51],"Things).":[53],"probability":[55],"successful":[58],"outcome":[59],"from":[60],"network":[63,71],"is":[64,85],"linked":[65],"selection":[67],"an":[69],"appropriate":[70],"architecture":[72],"algorithm.":[75],"Accordingly,":[76],"much":[77],"recent":[80],"research":[81],"on":[82],"devoted":[86],"study":[89],"proposal":[91],"novel":[93],"architectures,":[94],"including":[95],"solutions":[96],"tailored":[97],"specific":[99],"problems.":[100],"papers":[102,122],"this":[104],"Special":[105],"Issue":[106],"make":[107],"significant":[108],"contributions":[109],"above-mentioned":[112],"fields":[113],"by":[114],"merging":[115],"theoretical":[116],"aspects":[117,131],"relevant":[119,130],"applications.":[120],"Twelve":[121],"are":[123],"collected":[124],"issue,":[127],"addressing":[128],"topic.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
