{"id":"https://openalex.org/W3131650981","doi":"https://doi.org/10.1109/ecoc48923.2020.9333174","title":"End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design","display_name":"End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3131650981","doi":"https://doi.org/10.1109/ecoc48923.2020.9333174","mag":"3131650981"},"language":"en","primary_location":{"id":"doi:10.1109/ecoc48923.2020.9333174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc48923.2020.9333174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 European Conference on Optical Communications (ECOC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/a94eb9bd-2774-4309-8a22-1dce43b6a674","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074300146","display_name":"Boris Karanov","orcid":"https://orcid.org/0000-0003-1657-8109"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Boris Karanov","raw_affiliation_strings":["Signal Processing Systems Group, Eindhoven University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Signal Processing Systems Group, Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060236860","display_name":"Polina Bayvel","orcid":"https://orcid.org/0000-0003-4880-3366"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polina Bayvel","raw_affiliation_strings":["Optical Networks Group, UCL, London, U.K"],"affiliations":[{"raw_affiliation_string":"Optical Networks Group, UCL, London, U.K","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053280913","display_name":"Laurent Schmalen","orcid":"https://orcid.org/0000-0002-1459-9128"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laurent Schmalen","raw_affiliation_strings":["Communications Engineering Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Communications Engineering Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074300146"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.7192,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71356706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T10232","display_name":"Optical Network Technologies","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"}},"topics":[{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","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/T10767","display_name":"Advanced Photonic Communication Systems","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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.9117336273193359},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6973187327384949},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5933175086975098},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5148200392723083},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.4523490369319916},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.4519500434398651},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4494193196296692},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36894044280052185},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3540026545524597},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3374653160572052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3033123016357422},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29137828946113586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21857649087905884},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18479549884796143},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.154854416847229},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.14407885074615479}],"concepts":[{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.9117336273193359},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6973187327384949},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5933175086975098},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5148200392723083},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.4523490369319916},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.4519500434398651},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4494193196296692},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36894044280052185},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3540026545524597},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3374653160572052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3033123016357422},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29137828946113586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21857649087905884},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18479549884796143},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.154854416847229},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.14407885074615479}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ecoc48923.2020.9333174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc48923.2020.9333174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 European Conference on Optical Communications (ECOC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/a94eb9bd-2774-4309-8a22-1dce43b6a674","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a94eb9bd-2774-4309-8a22-1dce43b6a674","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karanov, B, Bayvel, P & Schmalen, L 2021, End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design. in 2020 European Conference on Optical Communications, ECOC 2020., 9333174, Institute of Electrical and Electronics Engineers, 46th European Conference on Optical Communications, ECOC 2020, Virtual, Brussels, Belgium, 6/12/20. https://doi.org/10.1109/ECOC48923.2020.9333174","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a94eb9bd-2774-4309-8a22-1dce43b6a674","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/a94eb9bd-2774-4309-8a22-1dce43b6a674","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 European Conference on Optical Communications, ECOC 2020","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/a94eb9bd-2774-4309-8a22-1dce43b6a674","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a94eb9bd-2774-4309-8a22-1dce43b6a674","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karanov, B, Bayvel, P & Schmalen, L 2021, End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design. in 2020 European Conference on Optical Communications, ECOC 2020., 9333174, Institute of Electrical and Electronics Engineers, 46th European Conference on Optical Communications, ECOC 2020, Virtual, Brussels, Belgium, 6/12/20. https://doi.org/10.1109/ECOC48923.2020.9333174","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W2013904702","https://openalex.org/W2061325568","https://openalex.org/W2137983211","https://openalex.org/W2489777453","https://openalex.org/W2523246573","https://openalex.org/W2557283755","https://openalex.org/W2567576169","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2786361328","https://openalex.org/W2797033345","https://openalex.org/W2901371939","https://openalex.org/W2912345961","https://openalex.org/W2915406896","https://openalex.org/W2963622214","https://openalex.org/W2964300669","https://openalex.org/W2964303602","https://openalex.org/W2994178081","https://openalex.org/W3010470037","https://openalex.org/W3025187045","https://openalex.org/W3088545974","https://openalex.org/W3098531328","https://openalex.org/W3099849901","https://openalex.org/W3146803896","https://openalex.org/W6777123775","https://openalex.org/W6777901807"],"related_works":["https://openalex.org/W2783437851","https://openalex.org/W4249165909","https://openalex.org/W1672137312","https://openalex.org/W2286391053","https://openalex.org/W2982600058","https://openalex.org/W1650483958","https://openalex.org/W2320869333","https://openalex.org/W1963486701","https://openalex.org/W2312483540","https://openalex.org/W4249477090"],"abstract_inverted_index":{"We":[0,19],"implement":[1],"a":[2],"complete":[3],"fiber-optic":[4],"communication":[5],"system":[6],"as":[7],"an":[8,13,33],"end-to-end":[9],"computational":[10],"graph":[11],"using":[12,23],"artificial":[14],"neural":[15],"network":[16],"(ANN)-based":[17],"transceiver.":[18],"highlight":[20],"transceivers":[21],"implemented":[22],"feedforward":[24],"or":[25],"recurrent":[26],"ANN,":[27],"and":[28],"illustrate":[29],"their":[30],"performance":[31],"by":[32],"example.":[34]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
