{"id":"https://openalex.org/W4391087557","doi":"https://doi.org/10.23919/ofc49934.2023.10115462","title":"Spiking Neural Network Linear Equalization: Experimental Demonstration of 2km 100Gb/s IM/DD PAM4 Optical Transmission","display_name":"Spiking Neural Network Linear Equalization: Experimental Demonstration of 2km 100Gb/s IM/DD PAM4 Optical Transmission","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4391087557","doi":"https://doi.org/10.23919/ofc49934.2023.10115462"},"language":"en","primary_location":{"id":"doi:10.23919/ofc49934.2023.10115462","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ofc49934.2023.10115462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Optical Fiber Communications Conference and Exhibition (OFC)","raw_type":"proceedings-article"},"type":"article","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/A5018466867","display_name":"Georg B\u00f6cherer","orcid":"https://orcid.org/0000-0001-9418-9921"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Georg B\u00f6cherer","raw_affiliation_strings":["Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081455229","display_name":"Florian Strasser","orcid":"https://orcid.org/0000-0001-6249-549X"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Strasser","raw_affiliation_strings":["Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005813362","display_name":"Elias Arnold","orcid":"https://orcid.org/0000-0002-3530-5547"},"institutions":[{"id":"https://openalex.org/I4210128947","display_name":"Kirchhoff (Germany)","ror":"https://ror.org/031fvch84","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210128947"]},{"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":"Elias Arnold","raw_affiliation_strings":["Heidelberg University,Kirchhoff-Institute for Physics, Electronic Vision(s) Group,Heidelberg,Germany,69120"],"affiliations":[{"raw_affiliation_string":"Heidelberg University,Kirchhoff-Institute for Physics, Electronic Vision(s) Group,Heidelberg,Germany,69120","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637528","display_name":"Youxi Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Youxi Lin","raw_affiliation_strings":["Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992","institution_ids":["https://openalex.org/I4210129353"]}]},{"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":["Heidelberg University,Kirchhoff-Institute for Physics, Electronic Vision(s) Group,Heidelberg,Germany,69120"],"affiliations":[{"raw_affiliation_string":"Heidelberg University,Kirchhoff-Institute for Physics, Electronic Vision(s) Group,Heidelberg,Germany,69120","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210128947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024032945","display_name":"Stefano Calabr\u00f2","orcid":"https://orcid.org/0000-0001-9094-3085"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefano Calabr\u00f2","raw_affiliation_strings":["Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004909989","display_name":"Maxim Kuschnerov","orcid":"https://orcid.org/0000-0002-4429-5985"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maxim Kuschnerov","raw_affiliation_strings":["Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany,80992","institution_ids":["https://openalex.org/I4210129353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018466867"],"corresponding_institution_ids":["https://openalex.org/I4210129353"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59666147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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":1.0,"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/T10232","display_name":"Optical Network Technologies","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.647649347782135},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.6347706317901611},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5615963935852051},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5117514133453369},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.49464842677116394},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4880289137363434},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41218167543411255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21153560280799866},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19499832391738892},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16668230295181274},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13873925805091858},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.08767208456993103},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07170307636260986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.647649347782135},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.6347706317901611},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5615963935852051},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5117514133453369},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.49464842677116394},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4880289137363434},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41218167543411255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21153560280799866},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19499832391738892},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16668230295181274},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13873925805091858},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.08767208456993103},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07170307636260986},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ofc49934.2023.10115462","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ofc49934.2023.10115462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Optical Fiber Communications Conference and Exhibition (OFC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1971114551","https://openalex.org/W2560615381","https://openalex.org/W3096230432","https://openalex.org/W3118514588","https://openalex.org/W3128451613","https://openalex.org/W3170360215","https://openalex.org/W3217111350","https://openalex.org/W4214639850","https://openalex.org/W4231081240","https://openalex.org/W4280556021","https://openalex.org/W4281764703","https://openalex.org/W4308758098","https://openalex.org/W4313150651","https://openalex.org/W6838432567","https://openalex.org/W6847595448"],"related_works":["https://openalex.org/W2277948963","https://openalex.org/W2352178434","https://openalex.org/W2535355409","https://openalex.org/W2169332790","https://openalex.org/W2950272089","https://openalex.org/W2008561510","https://openalex.org/W1984561329","https://openalex.org/W2372385147","https://openalex.org/W2035481721","https://openalex.org/W1804663541"],"abstract_inverted_index":{"A":[0],"linear":[1],"feed-forward":[2],"equalizer":[3],"is":[4,29],"implemented":[5],"by":[6],"a":[7,14,26],"potentially":[8],"low-power":[9],"spiking":[10],"neural":[11],"network.":[12],"For":[13],"100Gb/s":[15],"PAM-4":[16],"IM/DD":[17],"optical":[18],"2km":[19],"transmission,":[20],"no":[21],"performance":[22],"penalty":[23],"compared":[24],"to":[25],"digital":[27],"implementation":[28],"observed.":[30]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
