{"id":"https://openalex.org/W1996758519","doi":"https://doi.org/10.1109/stc-csit.2015.7325418","title":"Synthesis of hardware components for vertical-group parallel neural networks","display_name":"Synthesis of hardware components for vertical-group parallel neural networks","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1996758519","doi":"https://doi.org/10.1109/stc-csit.2015.7325418","mag":"1996758519"},"language":"en","primary_location":{"id":"doi:10.1109/stc-csit.2015.7325418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2015.7325418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Xth International Scientific and Technical Conference \"Computer Sciences and Information Technologies\" (CSIT)","raw_type":"proceedings-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/A5086627118","display_name":"Ivan Tsmots","orcid":"https://orcid.org/0000-0002-4033-8618"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Ivan Tsmots","raw_affiliation_strings":["Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine"],"affiliations":[{"raw_affiliation_string":"Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090817690","display_name":"Mykola Medykovskyy","orcid":"https://orcid.org/0000-0003-2492-8578"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mykola Medykovskyy","raw_affiliation_strings":["Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine"],"affiliations":[{"raw_affiliation_string":"Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020593896","display_name":"Oleksa Skorokhoda","orcid":"https://orcid.org/0000-0002-1455-8553"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksa Skorokhoda","raw_affiliation_strings":["Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine"],"affiliations":[{"raw_affiliation_string":"Oleksa Skorokhoda - Lviv Polytechnic National University, UKRAINE","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Ivan Tsmots, Mykola Medykovskyy, Oleksa Skorokhoda - Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086627118"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75796837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9929999709129333,"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":0.9929999709129333,"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/T14438","display_name":"Advanced Scientific Research Methods","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9670000076293945,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6950379610061646},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.6848453879356384},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.6003648042678833},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5708351135253906},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5032843947410583},{"id":"https://openalex.org/keywords/element","display_name":"Element (criminal law)","score":0.43340855836868286},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.4290660619735718},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.39696526527404785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18809100985527039},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1566934883594513},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11252406239509583}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6950379610061646},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.6848453879356384},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.6003648042678833},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5708351135253906},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5032843947410583},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.43340855836868286},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.4290660619735718},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.39696526527404785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18809100985527039},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1566934883594513},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11252406239509583},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/stc-csit.2015.7325418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2015.7325418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Xth International Scientific and Technical Conference \"Computer Sciences and Information Technologies\" (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W1995341919","https://openalex.org/W2010315761","https://openalex.org/W2054474188","https://openalex.org/W2128084896"],"related_works":["https://openalex.org/W2411923897","https://openalex.org/W4394546135","https://openalex.org/W4285347720","https://openalex.org/W4200259850","https://openalex.org/W2333831899","https://openalex.org/W2484894494","https://openalex.org/W2367385042","https://openalex.org/W4381186982","https://openalex.org/W2040781570","https://openalex.org/W2108342289"],"abstract_inverted_index":{"The":[0,52],"model":[1],"and":[2,34,55],"structure":[3],"of":[4,10,19,26,32,36,41,49,57,59,64,70],"formal":[5],"neuron":[6],"with":[7,23,67],"vertical-group":[8],"multiplexing":[9],"data":[11,20],"bus":[12],"have":[13,73],"been":[14,74],"developed,":[15],"which":[16],"provides":[17],"coordination":[18],"flow":[21],"intensity":[22],"computing":[24],"ability":[25],"neural":[27],"element":[28,63],"by":[29],"changing":[30],"bit-width":[31],"channel":[33],"number":[35],"digits":[37],"in":[38],"a":[39],"group":[40,65],"factors":[42],"that":[43],"simultaneously":[44],"analyzed":[45],"for":[46],"the":[47],"formation":[48],"partial":[50],"products.":[51],"main":[53],"stages":[54],"methods":[56],"synthesis":[58],"parallel":[60],"vertical":[61],"neuro":[62],"type":[66],"high":[68],"efficiency":[69],"equipment":[71],"use":[72],"reviewed.":[75]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}