{"id":"https://openalex.org/W2892267922","doi":"https://doi.org/10.1016/j.neucom.2018.09.019","title":"Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics","display_name":"Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics","publication_year":2018,"publication_date":"2018-09-21","ids":{"openalex":"https://openalex.org/W2892267922","doi":"https://doi.org/10.1016/j.neucom.2018.09.019","mag":"2892267922"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2018.09.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2018.09.019","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","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/A5047645198","display_name":"Anakha V Babu","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anakha V Babu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, NJ 07102, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, NJ 07102, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031808877","display_name":"Sandip Lashkare","orcid":"https://orcid.org/0000-0003-2018-1681"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandip Lashkare","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Bombay, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073593093","display_name":"Udayan Ganguly","orcid":"https://orcid.org/0000-0002-1498-5993"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Udayan Ganguly","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Bombay, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048595299","display_name":"Bipin Rajendran","orcid":"https://orcid.org/0000-0002-2960-6909"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bipin Rajendran","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, NJ 07102, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, NJ 07102, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048595299"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":1.4388,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83185969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"321","issue":null,"first_page":"227","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nanoscopic-scale","display_name":"Nanoscopic scale","score":0.6010551452636719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5797306299209595},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5422585010528564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4824860394001007},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4524882137775421},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4214846193790436},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.24393200874328613},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.23482054471969604},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1743321418762207}],"concepts":[{"id":"https://openalex.org/C45206210","wikidata":"https://www.wikidata.org/wiki/Q2415817","display_name":"Nanoscopic scale","level":2,"score":0.6010551452636719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5797306299209595},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5422585010528564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4824860394001007},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4524882137775421},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4214846193790436},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.24393200874328613},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.23482054471969604},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1743321418762207},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neucom.2018.09.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2018.09.019","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/1d9a1c54-89af-4dac-a55e-95b18fc67b94","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85054063561&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Babu , A V , Lashkare , S , Ganguly , U & Rajendran , B 2018 , ' Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics ' , NEUROCOMPUTING , vol. 321 , pp. 227-236 . https://doi.org/10.1016/j.neucom.2018.09.019","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"},{"id":"https://openalex.org/F4320334972","display_name":"Mission on Nano Science and Technology","ror":"https://ror.org/0101xrq71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W308556676","https://openalex.org/W978302471","https://openalex.org/W1498436455","https://openalex.org/W1519551876","https://openalex.org/W1974055919","https://openalex.org/W1993927936","https://openalex.org/W1994074248","https://openalex.org/W2006798699","https://openalex.org/W2016053056","https://openalex.org/W2016922062","https://openalex.org/W2018774711","https://openalex.org/W2020971886","https://openalex.org/W2040870580","https://openalex.org/W2045183812","https://openalex.org/W2048266589","https://openalex.org/W2049930603","https://openalex.org/W2051898848","https://openalex.org/W2060501200","https://openalex.org/W2077344647","https://openalex.org/W2077586448","https://openalex.org/W2084871627","https://openalex.org/W2087748124","https://openalex.org/W2088849133","https://openalex.org/W2093320793","https://openalex.org/W2098470668","https://openalex.org/W2099690171","https://openalex.org/W2101091847","https://openalex.org/W2101765144","https://openalex.org/W2105721275","https://openalex.org/W2112467652","https://openalex.org/W2112980698","https://openalex.org/W2117422822","https://openalex.org/W2117489143","https://openalex.org/W2125514677","https://openalex.org/W2162390675","https://openalex.org/W2248832573","https://openalex.org/W2307193480","https://openalex.org/W2535534962","https://openalex.org/W2540697258","https://openalex.org/W2550153070","https://openalex.org/W2560615381","https://openalex.org/W2588861206","https://openalex.org/W2613533325","https://openalex.org/W2736698914","https://openalex.org/W2769049661","https://openalex.org/W2777126322","https://openalex.org/W2801578543","https://openalex.org/W2962822363","https://openalex.org/W3004557030","https://openalex.org/W3106091315","https://openalex.org/W4230256307","https://openalex.org/W4240778903","https://openalex.org/W4255255775","https://openalex.org/W4255681033","https://openalex.org/W6601968593","https://openalex.org/W6640627117","https://openalex.org/W6651830362","https://openalex.org/W6654335291","https://openalex.org/W6661525808","https://openalex.org/W6662587704","https://openalex.org/W6662996049","https://openalex.org/W6663763761","https://openalex.org/W6669617486","https://openalex.org/W6675171128","https://openalex.org/W6675612536","https://openalex.org/W6678617046","https://openalex.org/W6683722107","https://openalex.org/W6690960458","https://openalex.org/W6729016880","https://openalex.org/W6729797076","https://openalex.org/W6730393660","https://openalex.org/W6733557639","https://openalex.org/W6745869870","https://openalex.org/W6746056836","https://openalex.org/W6785955289"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}