{"id":"https://openalex.org/W4226316447","doi":"https://doi.org/10.1007/978-3-031-04580-6_27","title":"Mitigating the\u00a0Effects of\u00a0RRAM Process Variation on\u00a0the\u00a0Accuracy of\u00a0Artificial Neural Networks","display_name":"Mitigating the\u00a0Effects of\u00a0RRAM Process Variation on\u00a0the\u00a0Accuracy of\u00a0Artificial Neural Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226316447","doi":"https://doi.org/10.1007/978-3-031-04580-6_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-04580-6_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-04580-6_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5021976453","display_name":"Markus Fritscher","orcid":"https://orcid.org/0000-0003-2754-7287"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Markus Fritscher","raw_affiliation_strings":["Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2754-7287","affiliations":[{"raw_affiliation_string":"Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021970080","display_name":"Johannes Kn\u00f6dtel","orcid":"https://orcid.org/0000-0002-7298-8252"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johannes Kn\u00f6dtel","raw_affiliation_strings":["Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7298-8252","affiliations":[{"raw_affiliation_string":"Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031226537","display_name":"Maen Mallah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maen Mallah","raw_affiliation_strings":["Fraunhofer IIS, Erlangen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IIS, Erlangen, Germany","institution_ids":["https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056540006","display_name":"Stefan Pechmann","orcid":"https://orcid.org/0000-0001-6890-3378"},"institutions":[{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Pechmann","raw_affiliation_strings":["Chair of Communications Electronics, University of Bayreuth, Bayreuth, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6890-3378","affiliations":[{"raw_affiliation_string":"Chair of Communications Electronics, University of Bayreuth, Bayreuth, Germany","institution_ids":["https://openalex.org/I54009628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003483763","display_name":"Emilio P\u00e9rez-Bosch Quesada","orcid":"https://orcid.org/0000-0001-5133-7816"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Emilio Perez-Bosch Quesada","raw_affiliation_strings":["IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5133-7816","affiliations":[{"raw_affiliation_string":"IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009021055","display_name":"Tommaso Rizzi","orcid":"https://orcid.org/0000-0002-8117-4357"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tommaso Rizzi","raw_affiliation_strings":["IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8117-4357","affiliations":[{"raw_affiliation_string":"IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066336061","display_name":"Christian Wenger","orcid":"https://orcid.org/0000-0003-3698-2635"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]},{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wenger","raw_affiliation_strings":["BTU Cottbus-Senftenberg, Cottbus, Germany","IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3698-2635","affiliations":[{"raw_affiliation_string":"BTU Cottbus-Senftenberg, Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"IHP-Leibniz-Institut fur innovative Mikroelektronik Frankfurt (Oder), Frankfurt, Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014794132","display_name":"Marc Reichenbach","orcid":"https://orcid.org/0000-0002-9687-6247"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc Reichenbach","raw_affiliation_strings":["Brandenburg University of Technology, Cottbus, Germany","Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9687-6247","affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology, Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Chair for Computer Architecture, Friedrich-Alexander-Universit\u00e4t (FAU), Nuremberg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021976453"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"417"},"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7862675189971924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6655945777893066},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6062706112861633},{"id":"https://openalex.org/keywords/process-variation","display_name":"Process variation","score":0.43822047114372253},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.38438642024993896},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3640725016593933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3072526752948761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862675189971924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6655945777893066},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6062706112861633},{"id":"https://openalex.org/C93389723","wikidata":"https://www.wikidata.org/wiki/Q7247313","display_name":"Process variation","level":3,"score":0.43822047114372253},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.38438642024993896},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3640725016593933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3072526752948761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-04580-6_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-04580-6_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:publica.fraunhofer.de:publica/426944","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/426944","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1512867548","https://openalex.org/W1539355218","https://openalex.org/W2096568519","https://openalex.org/W2408724663","https://openalex.org/W2588595876","https://openalex.org/W2588666075","https://openalex.org/W2605663629","https://openalex.org/W2612375349","https://openalex.org/W2759071281","https://openalex.org/W2769502706","https://openalex.org/W2806113867","https://openalex.org/W2893813411","https://openalex.org/W2963396341","https://openalex.org/W2970401101","https://openalex.org/W2979429416","https://openalex.org/W2981207549","https://openalex.org/W2997609379","https://openalex.org/W3000301330","https://openalex.org/W3016762888","https://openalex.org/W3020429010","https://openalex.org/W3039320313","https://openalex.org/W3091660421","https://openalex.org/W3092074970","https://openalex.org/W3121542217","https://openalex.org/W3158763661","https://openalex.org/W3173707903","https://openalex.org/W4233443202"],"related_works":["https://openalex.org/W2494338568","https://openalex.org/W1495042958","https://openalex.org/W2122678784","https://openalex.org/W2282510344","https://openalex.org/W139987158","https://openalex.org/W2183994405","https://openalex.org/W1875646599","https://openalex.org/W1976807322","https://openalex.org/W2067279514","https://openalex.org/W2153049655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
