{"id":"https://openalex.org/W3186779272","doi":"https://doi.org/10.23919/vlsicircuits52068.2021.9492510","title":"A Machine Learning Inspired Transceiver with ISI-Resilient Data Encoding: Hybrid-Ternary Coding + 2-Tap FFE + CTLE + Feature Extraction and Classification for 44.7dB Channel Loss in 7.3pJ/bit","display_name":"A Machine Learning Inspired Transceiver with ISI-Resilient Data Encoding: Hybrid-Ternary Coding + 2-Tap FFE + CTLE + Feature Extraction and Classification for 44.7dB Channel Loss in 7.3pJ/bit","publication_year":2021,"publication_date":"2021-06-13","ids":{"openalex":"https://openalex.org/W3186779272","doi":"https://doi.org/10.23919/vlsicircuits52068.2021.9492510","mag":"3186779272"},"language":"en","primary_location":{"id":"doi:10.23919/vlsicircuits52068.2021.9492510","is_oa":false,"landing_page_url":"https://doi.org/10.23919/vlsicircuits52068.2021.9492510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Symposium on VLSI Circuits","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/A5100387993","display_name":"Zhiping Wang","orcid":"https://orcid.org/0000-0002-3081-0472"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhiping Wang","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058421619","display_name":"M. Megahed","orcid":"https://orcid.org/0000-0001-8739-7810"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Megahed","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049025521","display_name":"Yusang Chun","orcid":"https://orcid.org/0000-0003-0371-2436"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yusang Chun","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052751344","display_name":"Tejasvi Anand","orcid":"https://orcid.org/0000-0002-1737-7950"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tejasvi Anand","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100387993"],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":null,"apc_paid":null,"fwci":0.1011,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.42626461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10187","display_name":"Radio Frequency Integrated Circuit Design","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"}},"topics":[{"id":"https://openalex.org/T10187","display_name":"Radio Frequency Integrated Circuit Design","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/T10472","display_name":"Semiconductor materials and devices","score":0.9973000288009644,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9070971012115479},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.8107714056968689},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.6105273962020874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6040201187133789},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5446677803993225},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5411016941070557},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5210829973220825},{"id":"https://openalex.org/keywords/molecular-communication","display_name":"Molecular communication","score":0.5154576897621155},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5095951557159424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3966390788555145},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3819448947906494},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3754658102989197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23680290579795837},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.204280823469162},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0938359797000885}],"concepts":[{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.9070971012115479},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.8107714056968689},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.6105273962020874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040201187133789},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5446677803993225},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5411016941070557},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5210829973220825},{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.5154576897621155},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5095951557159424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3966390788555145},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3819448947906494},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3754658102989197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23680290579795837},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.204280823469162},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0938359797000885},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/vlsicircuits52068.2021.9492510","is_oa":false,"landing_page_url":"https://doi.org/10.23919/vlsicircuits52068.2021.9492510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Symposium on VLSI Circuits","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4249165909","https://openalex.org/W4386212476","https://openalex.org/W2113805088","https://openalex.org/W2725701533","https://openalex.org/W2150853451","https://openalex.org/W2117255793","https://openalex.org/W2997185736","https://openalex.org/W3188388194","https://openalex.org/W4212960144","https://openalex.org/W4244023365"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,38,47],"machine":[4],"learning":[5],"inspired":[6],"energy-efficient":[7],"transceiver":[8,35],"targeting":[9],"long-reach":[10],"channels":[11],"using":[12],"an":[13,62],"ISI-resilient":[14],"hybrid-ternary":[15],"encoding":[16],"on":[17,25,46],"the":[18,26,33],"transmitter":[19],"and":[20,23,41,61],"feature":[21],"extraction":[22],"classification":[24],"receiver.":[27],"In":[28],"addition":[29],"to":[30,43],"data":[31],"encoding,":[32],"proposed":[34],"also":[36],"employs":[37],"2-tap":[39],"FFE":[40],"CTLE":[42],"achieve":[44],"communication":[45],"44.7dB":[48],"loss":[49],"FR4":[50],"channel":[51],"with":[52],"BER":[53],"less":[54],"than":[55],"1\u00d710":[56],"<sup":[57],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[58],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">-6</sup>":[59],",":[60],"energy":[63],"efficiency":[64],"of":[65],"7.3pJ/bit":[66],"at":[67],"13.8Gb/s":[68],"in":[69],"65nm":[70],"CMOS.":[71]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-05T09:29:38.588285","created_date":"2025-10-10T00:00:00"}