{"id":"https://openalex.org/W4213188396","doi":"https://doi.org/10.1007/978-3-030-93736-2_32","title":"Towards Addressing Noise and\u00a0Static Variations of\u00a0Analog Computations Using Efficient Retraining","display_name":"Towards Addressing Noise and\u00a0Static Variations of\u00a0Analog Computations Using Efficient Retraining","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4213188396","doi":"https://doi.org/10.1007/978-3-030-93736-2_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93736-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_32","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5013911016","display_name":"Bernhard Klein","orcid":"https://orcid.org/0000-0003-0497-5748"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bernhard Klein","raw_affiliation_strings":["Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0497-5748","affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000844889","display_name":"Lisa Kuhn","orcid":"https://orcid.org/0000-0001-9901-4995"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Kuhn","raw_affiliation_strings":["Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9901-4995","affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040621431","display_name":"Johannes Weis","orcid":"https://orcid.org/0000-0002-1435-0250"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210128947","display_name":"Kirchhoff (Germany)","ror":"https://ror.org/031fvch84","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210128947"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Weis","raw_affiliation_strings":["Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1435-0250","affiliations":[{"raw_affiliation_string":"Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034391998","display_name":"Arne Emmel","orcid":"https://orcid.org/0000-0001-7313-7655"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210128947","display_name":"Kirchhoff (Germany)","ror":"https://ror.org/031fvch84","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210128947"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arne Emmel","raw_affiliation_strings":["Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7313-7655","affiliations":[{"raw_affiliation_string":"Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020724667","display_name":"Yannik Stradmann","orcid":"https://orcid.org/0000-0001-9603-6777"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210128947","display_name":"Kirchhoff (Germany)","ror":"https://ror.org/031fvch84","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210128947"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yannik Stradmann","raw_affiliation_strings":["Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9603-6777","affiliations":[{"raw_affiliation_string":"Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022054975","display_name":"Johannes Schemmel","orcid":"https://orcid.org/0000-0003-1440-4375"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210128947","display_name":"Kirchhoff (Germany)","ror":"https://ror.org/031fvch84","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210128947"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Schemmel","raw_affiliation_strings":["Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1440-4375","affiliations":[{"raw_affiliation_string":"Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014251134","display_name":"Holger Fr\u00f6ning","orcid":"https://orcid.org/0000-0001-9562-0680"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Fr\u00f6ning","raw_affiliation_strings":["Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9562-0680","affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5013911016"],"corresponding_institution_ids":["https://openalex.org/I223822909"],"apc_list":null,"apc_paid":null,"fwci":1.7952,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88238916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"409","last_page":"420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994000196456909,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846596598625183},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6620718240737915},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5737479329109192},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5398499369621277},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.5089950561523438},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5001885890960693},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49164921045303345},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.49090415239334106},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.48089054226875305},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4651997983455658},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43288639187812805},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.35298073291778564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34422898292541504},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3015056252479553},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2275363802909851}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846596598625183},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6620718240737915},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5737479329109192},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5398499369621277},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.5089950561523438},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5001885890960693},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49164921045303345},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.49090415239334106},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.48089054226875305},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4651997983455658},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43288639187812805},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.35298073291778564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34422898292541504},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3015056252479553},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2275363802909851},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93736-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_32","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2121201427","https://openalex.org/W2145249131","https://openalex.org/W2748528844","https://openalex.org/W2752849906","https://openalex.org/W2795127895","https://openalex.org/W2798701005","https://openalex.org/W2897686304","https://openalex.org/W2945445229","https://openalex.org/W2948661249","https://openalex.org/W3037887636","https://openalex.org/W3101272433","https://openalex.org/W3120016950","https://openalex.org/W3133936179","https://openalex.org/W3135032086","https://openalex.org/W6600351811","https://openalex.org/W6602861522","https://openalex.org/W6604522631","https://openalex.org/W6608099265","https://openalex.org/W6610928041","https://openalex.org/W6687681577"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2050078012","https://openalex.org/W2127970246","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4210772589"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}