{"id":"https://openalex.org/W3130646100","doi":"https://doi.org/10.1109/ecoc48923.2020.9333383","title":"Optimizing Gain Shaping Filters with Neural Networks for Maximum Cable Capacity under Electrical Power Constraints","display_name":"Optimizing Gain Shaping Filters with Neural Networks for Maximum Cable Capacity under Electrical Power Constraints","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3130646100","doi":"https://doi.org/10.1109/ecoc48923.2020.9333383","mag":"3130646100"},"language":"en","primary_location":{"id":"doi:10.1109/ecoc48923.2020.9333383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc48923.2020.9333383","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":"http://infoscience.epfl.ch/record/287567","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100673132","display_name":"Junho Cho","orcid":"https://orcid.org/0000-0002-6978-8129"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junho Cho","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014365346","display_name":"G. Raybon","orcid":null},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Raybon","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109417486","display_name":"Ellsworth Burrows","orcid":null},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellsworth Burrows","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110744831","display_name":"Jean\u2010Christophe Antona","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean-Christophe Antona","raw_affiliation_strings":["Alcatel Submarine Networks, Nozay, France"],"affiliations":[{"raw_affiliation_string":"Alcatel Submarine Networks, Nozay, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008180043","display_name":"Nicolas K. Fontaine","orcid":"https://orcid.org/0000-0003-1012-8334"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolas Fontaine","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072328343","display_name":"Roland Ryf","orcid":"https://orcid.org/0000-0002-8883-5349"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roland Ryf","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059932196","display_name":"Haoshuo Chen","orcid":"https://orcid.org/0000-0002-6637-9346"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoshuo Chen","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082315536","display_name":"S. Chandrasekhar","orcid":"https://orcid.org/0000-0003-2721-0115"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sethumadhavan Chandrasekhar","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003284960","display_name":"Erixhen Sula","orcid":"https://orcid.org/0000-0002-4281-5131"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Erixhen Sula","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031550098","display_name":"Samuel L. I. Olsson","orcid":"https://orcid.org/0000-0002-2053-171X"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Olsson","raw_affiliation_strings":["Nokia Corporation, Murray Hill, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Corporation, Murray Hill, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046786844","display_name":"Steve Grubb","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Grubb","raw_affiliation_strings":["Facebook, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"Facebook, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013146659","display_name":"Peter J. Winzer","orcid":"https://orcid.org/0000-0002-6696-3884"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Winzer","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5100673132"],"corresponding_institution_ids":["https://openalex.org/I72090969"],"apc_list":null,"apc_paid":null,"fwci":1.0275,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77030742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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":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/T10232","display_name":"Optical Network Technologies","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/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/T10847","display_name":"Advanced Optical Network Technologies","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/power","display_name":"Power (physics)","score":0.5955550074577332},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5769456624984741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4703367352485657},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.4661473035812378},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.43771177530288696},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4287208020687103},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29773473739624023},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1873103380203247},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1758427619934082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10391205549240112},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08002671599388123}],"concepts":[{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5955550074577332},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5769456624984741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4703367352485657},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.4661473035812378},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.43771177530288696},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4287208020687103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29773473739624023},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1873103380203247},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1758427619934082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10391205549240112},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08002671599388123},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"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:10.1109/ecoc48923.2020.9333383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc48923.2020.9333383","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:infoscience.epfl.ch:287567","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/287567","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/287567","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:287567","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/287567","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/287567","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W2137983211","https://openalex.org/W2767449718","https://openalex.org/W2806535813","https://openalex.org/W2916781473","https://openalex.org/W3009533104","https://openalex.org/W3146803896"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2086348228","https://openalex.org/W2350679292","https://openalex.org/W1982750869","https://openalex.org/W2113077220","https://openalex.org/W4390653028"],"abstract_inverted_index":{"We":[0],"experimentally":[1],"demonstrate":[2],"capacity":[3],"gains":[4],"of":[5],"up":[6],"to":[7],"23%":[8],"under":[9],"electrical":[10],"supply":[11],"power":[12],"constraints":[13],"in":[14],"a":[15],"long-haul":[16],"optical":[17],"fiber":[18],"cable":[19],"by":[20],"optimizing":[21],"the":[22],"gain":[23],"shaping":[24],"filters":[25],"using":[26],"neural":[27],"networks.":[28]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}