{"id":"https://openalex.org/W2973951974","doi":"https://doi.org/10.1109/icton.2019.8840389","title":"Neuromorphic Processing for Optical Communications","display_name":"Neuromorphic Processing for Optical Communications","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2973951974","doi":"https://doi.org/10.1109/icton.2019.8840389","mag":"2973951974"},"language":"en","primary_location":{"id":"doi:10.1109/icton.2019.8840389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2019.8840389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Transparent Optical Networks (ICTON)","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/A5059563740","display_name":"Mariia Sorokina","orcid":"https://orcid.org/0000-0001-6082-0316"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mariia Sorokina","raw_affiliation_strings":["Aston University, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059563740"],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11019494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"4"},"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/T10232","display_name":"Optical Network Technologies","score":0.9990000128746033,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9922999739646912,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9838858842849731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7156095504760742},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5577707290649414},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5447110533714294},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4836919903755188},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46352487802505493},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3584293723106384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3536132574081421},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3216114640235901},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.2719065546989441},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25277402997016907},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.22638368606567383},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1805858314037323},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16987457871437073}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9838858842849731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7156095504760742},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5577707290649414},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5447110533714294},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4836919903755188},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46352487802505493},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3584293723106384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3536132574081421},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3216114640235901},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.2719065546989441},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25277402997016907},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.22638368606567383},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1805858314037323},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16987457871437073},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton.2019.8840389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2019.8840389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"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/W1922310386","https://openalex.org/W1995875735","https://openalex.org/W2018789963","https://openalex.org/W2061325568","https://openalex.org/W2089940299","https://openalex.org/W2123561242","https://openalex.org/W2126273023","https://openalex.org/W2171865010","https://openalex.org/W2208707880","https://openalex.org/W2248126463","https://openalex.org/W2345562294","https://openalex.org/W2544695002","https://openalex.org/W2565830380","https://openalex.org/W2582417415","https://openalex.org/W2726259963","https://openalex.org/W2810685250","https://openalex.org/W2911841868","https://openalex.org/W2962726230","https://openalex.org/W3098531328","https://openalex.org/W3103617100"],"related_works":["https://openalex.org/W3031505884","https://openalex.org/W2951049725","https://openalex.org/W4285308918","https://openalex.org/W2971712727","https://openalex.org/W4387459935","https://openalex.org/W2908450434","https://openalex.org/W3193008624","https://openalex.org/W4382561696","https://openalex.org/W2581119583","https://openalex.org/W3015991694"],"abstract_inverted_index":{"Neuromorphic":[0],"computing":[1],"has":[2],"been":[3],"recently":[4],"demonstrated":[5],"as":[6,31],"a":[7],"lucrative":[8],"technology":[9,15,39],"for":[10,40],"communications":[11],"systems.":[12],"Optical":[13],"neuromorphic":[14],"enables":[16],"implementation":[17],"of":[18,37],"machine":[19],"learning":[20],"algorithms":[21],"in":[22],"optical":[23],"domain.":[24],"We":[25],"will":[26],"discuss":[27],"the":[28],"recent":[29],"progress,":[30],"well":[32],"as,":[33],"advantages":[34],"and":[35,43],"challenges":[36],"such":[38],"high":[41],"speed":[42],"energy":[44],"efficient":[45],"signal":[46],"processing.":[47]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}