{"id":"https://openalex.org/W3111823627","doi":"https://doi.org/10.1109/sensors47125.2020.9278666","title":"Transfer Learning for Neuronal Networks Deployed on the Sensors Edge","display_name":"Transfer Learning for Neuronal Networks Deployed on the Sensors Edge","publication_year":2020,"publication_date":"2020-10-25","ids":{"openalex":"https://openalex.org/W3111823627","doi":"https://doi.org/10.1109/sensors47125.2020.9278666","mag":"3111823627"},"language":"en","primary_location":{"id":"doi:10.1109/sensors47125.2020.9278666","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sensors47125.2020.9278666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE SENSORS","raw_type":"proceedings-article"},"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/A5019845106","display_name":"Phil Meier","orcid":null},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Phil Meier","raw_affiliation_strings":["Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046253584","display_name":"Kris Rohrmann","orcid":"https://orcid.org/0000-0001-6414-153X"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kris Rohrmann","raw_affiliation_strings":["Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064490837","display_name":"Marvin Sandner","orcid":"https://orcid.org/0009-0009-8184-6297"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marvin Sandner","raw_affiliation_strings":["Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066723108","display_name":"Marcus Prochaska","orcid":"https://orcid.org/0000-0002-1615-6080"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Prochaska","raw_affiliation_strings":["Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences, Faculty of Electrical Engineering, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2799859273"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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":0.9991999864578247,"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":0.9991999864578247,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9891999959945679,"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":0.664169192314148},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6191686391830444},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6116492748260498},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6026554703712463},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5162556171417236},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4943661689758301},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.47021201252937317},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42468366026878357},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34806108474731445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28969186544418335},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20794999599456787},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20644137263298035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664169192314148},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6191686391830444},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6116492748260498},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6026554703712463},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5162556171417236},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4943661689758301},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.47021201252937317},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42468366026878357},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34806108474731445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28969186544418335},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20794999599456787},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20644137263298035},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sensors47125.2020.9278666","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sensors47125.2020.9278666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE SENSORS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W592126670","https://openalex.org/W2031895748","https://openalex.org/W2102419107","https://openalex.org/W2103496339","https://openalex.org/W2157762168","https://openalex.org/W2165698076","https://openalex.org/W2805502563","https://openalex.org/W2840741618","https://openalex.org/W2896556344","https://openalex.org/W2907138342","https://openalex.org/W2910635166","https://openalex.org/W2914308321","https://openalex.org/W2915030997","https://openalex.org/W2921188052","https://openalex.org/W2944031852","https://openalex.org/W2969313713","https://openalex.org/W2982425479","https://openalex.org/W2999093890","https://openalex.org/W3046116652","https://openalex.org/W3101813758","https://openalex.org/W4229727159","https://openalex.org/W6759414092"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W4386004629","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W2901937988","https://openalex.org/W3162654428"],"abstract_inverted_index":{"The":[0],"usage":[1],"of":[2,25,37,66,83],"neuronal":[3],"networks":[4],"to":[5,76],"directly":[6],"process":[7],"measurement":[8],"data":[9],"recorded":[10],"by":[11,57],"a":[12,20,26,78],"sensor":[13,27],"setup":[14],"possesses":[15],"many":[16,44],"benefits.":[17],"However,":[18],"outside":[19],"laboratory":[21],"application":[22,65],"the":[23,34,38,50,58,64],"environment":[24],"must":[28],"be":[29],"taken":[30],"into":[31],"account":[32,63],"for":[33,80],"training":[35,59],"phase":[36],"network.":[39],"This":[40],"is":[41,69],"problematic":[42],"since":[43],"aspects":[45],"are":[46,54],"only":[47],"known":[48],"after":[49],"installation":[51],"and":[52],"therefore":[53],"not":[55],"reflected":[56],"data.":[60],"On":[61],"this":[62,72],"transfer":[67],"learning":[68],"investigated":[70],"in":[71,74],"work":[73],"order":[75],"produce":[77],"relief":[79],"individual":[81],"installations":[82],"mass-produced":[84],"sensors.":[85]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}