{"id":"https://openalex.org/W2736112928","doi":"https://doi.org/10.1109/ijcnn.2017.7965849","title":"Neural networks between integer and rational weights","display_name":"Neural networks between integer and rational weights","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2736112928","doi":"https://doi.org/10.1109/ijcnn.2017.7965849","mag":"2736112928"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7965849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://invenio.nusl.cz/record/261501/files/content.csg.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061626476","display_name":"Ji\u0159\u0131\u0301 \u0160\u0131\u0301ma","orcid":"https://orcid.org/0000-0001-8248-9425"},"institutions":[{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"government","lineage":["https://openalex.org/I202391551"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jiri Sima","raw_affiliation_strings":["Institute of Computer Science, The Czech Academy of Sciences, Prague 8, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, The Czech Academy of Sciences, Prague 8, Czech Republic","institution_ids":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061626476"],"corresponding_institution_ids":["https://openalex.org/I202391551","https://openalex.org/I4210155092"],"apc_list":null,"apc_paid":null,"fwci":2.1883,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87375599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":null,"first_page":"154","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11567","display_name":"semigroups and automata theory","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11567","display_name":"semigroups and automata theory","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/universality","display_name":"Universality (dynamical systems)","score":0.6596700549125671},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6017720699310303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5927754640579224},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5537546277046204},{"id":"https://openalex.org/keywords/regular-language","display_name":"Regular language","score":0.5111621022224426},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4822438657283783},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4333495497703552},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.40248042345046997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32566988468170166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3154445290565491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2295684516429901},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1272001564502716}],"concepts":[{"id":"https://openalex.org/C183992945","wikidata":"https://www.wikidata.org/wiki/Q2495574","display_name":"Universality (dynamical systems)","level":2,"score":0.6596700549125671},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6017720699310303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5927754640579224},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5537546277046204},{"id":"https://openalex.org/C52370388","wikidata":"https://www.wikidata.org/wiki/Q752532","display_name":"Regular language","level":3,"score":0.5111621022224426},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4822438657283783},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4333495497703552},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.40248042345046997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32566988468170166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3154445290565491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2295684516429901},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1272001564502716},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ijcnn.2017.7965849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:invenio.nusl.cz:261501","is_oa":true,"landing_page_url":"http://www.nusl.cz/ntk/nusl-261501","pdf_url":"https://invenio.nusl.cz/record/261501/files/content.csg.pdf","source":{"id":"https://openalex.org/S4306402266","display_name":"Digital Repository (National Repository of Grey Literature)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79620101","host_organization_name":"University of Arkansas for Medical Sciences","host_organization_lineage":["https://openalex.org/I79620101"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/report"},{"id":"pmh:oai:asep.lib.cas.cz:CavUnEpca/0465639","is_oa":true,"landing_page_url":"http://hdl.handle.net/11104/0264100","pdf_url":null,"source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/report"},{"id":"pmh:oai:asep.lib.cas.cz:CavUnEpca/0470700","is_oa":false,"landing_page_url":"http://hdl.handle.net/11104/0268293","pdf_url":null,"source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:invenio.nusl.cz:261501","is_oa":true,"landing_page_url":"http://www.nusl.cz/ntk/nusl-261501","pdf_url":"https://invenio.nusl.cz/record/261501/files/content.csg.pdf","source":{"id":"https://openalex.org/S4306402266","display_name":"Digital Repository (National Repository of Grey Literature)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79620101","host_organization_name":"University of Arkansas for Medical Sciences","host_organization_lineage":["https://openalex.org/I79620101"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/report"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2736112928.pdf","grobid_xml":"https://content.openalex.org/works/W2736112928.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W51799866","https://openalex.org/W1496937667","https://openalex.org/W1533739098","https://openalex.org/W1966509406","https://openalex.org/W1971476487","https://openalex.org/W1973756824","https://openalex.org/W1975776517","https://openalex.org/W1977969209","https://openalex.org/W1978903553","https://openalex.org/W1989780614","https://openalex.org/W1993024264","https://openalex.org/W1996332501","https://openalex.org/W1997079314","https://openalex.org/W2012140001","https://openalex.org/W2032469852","https://openalex.org/W2050778826","https://openalex.org/W2066396564","https://openalex.org/W2067619114","https://openalex.org/W2075595154","https://openalex.org/W2076789781","https://openalex.org/W2089164015","https://openalex.org/W2095035126","https://openalex.org/W2099977515","https://openalex.org/W2148888011","https://openalex.org/W2150399097","https://openalex.org/W2170830187","https://openalex.org/W2180614569","https://openalex.org/W2331097733","https://openalex.org/W2477604657","https://openalex.org/W2588088081","https://openalex.org/W2963026956","https://openalex.org/W2963361448","https://openalex.org/W2964082851"],"related_works":["https://openalex.org/W1587914261","https://openalex.org/W2065095781","https://openalex.org/W4295724953","https://openalex.org/W4401870878","https://openalex.org/W4395028414","https://openalex.org/W3115068090","https://openalex.org/W2204741347","https://openalex.org/W2936871543","https://openalex.org/W2089148617","https://openalex.org/W1612395604"],"abstract_inverted_index":{"The":[0],"analysis":[1],"of":[2,6,25,69,109,129,131],"the":[3,10,59,91],"computational":[4],"power":[5],"neural":[7,27,95],"networks":[8,28,96,122],"with":[9,29,39,44,97],"weight":[11],"parameters":[12,132],"between":[13],"integer":[14,30],"and":[15,103],"rational":[16,45],"numbers":[17],"is":[18,37],"refined.":[19],"We":[20,57,84],"study":[21],"an":[22,40,98,106],"intermediate":[23],"model":[24,66],"binary-state":[26],"weights,":[31,46],"corresponding":[32],"to":[33],"finite":[34],"automata,":[35],"which":[36,73],"extended":[38],"extra":[41],"analog":[42,51,99],"unit":[43,100],"as":[47],"already":[48],"two":[49],"additional":[50],"units":[52],"allow":[53],"for":[54,88],"Turing":[55],"universality.":[56],"characterize":[58],"languages":[60,72,92,126],"that":[61,90],"are":[62,74,101],"accepted":[63,93],"by":[64,80,94],"this":[65,86],"in":[67,76,127],"terms":[68,128],"so-called":[70],"cut":[71],"combined":[75],"a":[77,117],"certain":[78],"way":[79],"usual":[81],"string":[82],"operations.":[83],"employ":[85],"characterization":[87],"proving":[89],"context-sensitive":[102],"we":[104,115],"present":[105],"explicit":[107],"example":[108],"such":[110],"non-context-free":[111],"languages.":[112],"In":[113],"addition,":[114],"formulate":[116],"sufficient":[118],"condition":[119],"when":[120],"these":[121],"accept":[123],"only":[124],"regular":[125],"quasi-periodicity":[130],"derived":[133],"from":[134],"their":[135],"weights.":[136]},"counts_by_year":[{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}