{"id":"https://openalex.org/W4384947629","doi":"https://doi.org/10.1109/iscas46773.2023.10181892","title":"A Convolutional Neural Network Based Calibration Scheme for Pipelined ADC","display_name":"A Convolutional Neural Network Based Calibration Scheme for Pipelined ADC","publication_year":2023,"publication_date":"2023-05-21","ids":{"openalex":"https://openalex.org/W4384947629","doi":"https://doi.org/10.1109/iscas46773.2023.10181892"},"language":"en","primary_location":{"id":"doi:10.1109/iscas46773.2023.10181892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas46773.2023.10181892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5100339070","display_name":"Hang Liu","orcid":"https://orcid.org/0009-0001-8372-3647"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hang Liu","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041242177","display_name":"Zhifei Lu","orcid":"https://orcid.org/0000-0003-2574-7015"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifei Lu","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862860","display_name":"Xiaolei Ye","orcid":"https://orcid.org/0000-0002-7978-8157"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Ye","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765373","display_name":"Yao Xiao","orcid":"https://orcid.org/0000-0003-3791-9080"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Xiao","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101520749","display_name":"Yutao Peng","orcid":"https://orcid.org/0000-0003-0701-4571"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutao Peng","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624529","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-1218-9475"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073529204","display_name":"Yong Tang","orcid":"https://orcid.org/0000-0002-5036-4350"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Tang","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021922409","display_name":"He Tang","orcid":"https://orcid.org/0000-0001-8624-5671"},"institutions":[{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Tang","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","Chongqing Institute of Microelectronics Industry Technology, University of Electronic Science and Technology of China, Chongqing, China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Chongqing Institute of Microelectronics Industry Technology, University of Electronic Science and Technology of China, Chongqing, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063863513","display_name":"Xizhu Peng","orcid":"https://orcid.org/0000-0002-8410-6237"},"institutions":[{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xizhu Peng","raw_affiliation_strings":["School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","Chongqing Institute of Microelectronics Industry Technology, University of Electronic Science and Technology of China, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Chongqing Institute of Microelectronics Industry Technology, University of Electronic Science and Technology of China, Chongqing, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210119392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100339070"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.1019,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.74735135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7443555593490601},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.6652525663375854},{"id":"https://openalex.org/keywords/spurious-free-dynamic-range","display_name":"Spurious-free dynamic range","score":0.592247486114502},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5909244418144226},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.52164226770401},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.46143341064453125},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4603220820426941},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.43496352434158325},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41594499349594116},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37895476818084717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2057657241821289},{"id":"https://openalex.org/keywords/dynamic-range","display_name":"Dynamic range","score":0.1536393165588379},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11571308970451355},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0964413583278656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09363231062889099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443555593490601},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.6652525663375854},{"id":"https://openalex.org/C119293636","wikidata":"https://www.wikidata.org/wiki/Q657480","display_name":"Spurious-free dynamic range","level":3,"score":0.592247486114502},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5909244418144226},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.52164226770401},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.46143341064453125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4603220820426941},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.43496352434158325},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41594499349594116},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37895476818084717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2057657241821289},{"id":"https://openalex.org/C87133666","wikidata":"https://www.wikidata.org/wiki/Q1161699","display_name":"Dynamic range","level":2,"score":0.1536393165588379},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11571308970451355},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0964413583278656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09363231062889099},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas46773.2023.10181892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas46773.2023.10181892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8176783268","display_name":null,"funder_award_id":"XDA18000000","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2166921944","https://openalex.org/W2488920222","https://openalex.org/W2958428171","https://openalex.org/W3045853766","https://openalex.org/W3083387192","https://openalex.org/W3158047811","https://openalex.org/W3163107563","https://openalex.org/W4239486830","https://openalex.org/W4293704606","https://openalex.org/W6795172869"],"related_works":["https://openalex.org/W2098920926","https://openalex.org/W2552855081","https://openalex.org/W2143048169","https://openalex.org/W2029461083","https://openalex.org/W4281672816","https://openalex.org/W1591398904","https://openalex.org/W2139520010","https://openalex.org/W3134433513","https://openalex.org/W2092866024","https://openalex.org/W2214128850"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,42],"convolutional":[4],"neural":[5],"network":[6,32,38,67],"(CNN)":[7],"based":[8],"error":[9,34,54],"calibration":[10],"scheme":[11,68],"for":[12,63],"pipelined":[13,19,45,97],"ADC.":[14],"The":[15,37,65],"output":[16],"of":[17,27,74,95,116],"the":[18,24,28,31,91,96,114,117],"ADC":[20,46,98],"is":[21,39,69],"taken":[22],"as":[23],"input":[25],"data":[26],"network,":[29],"and":[30,60,82,93,103,107,120],"produces":[33],"compensation":[35],"values.":[36],"applied":[40],"in":[41],"14-bit":[43],"1GSps":[44],"model":[47],"with":[48,71],"nonlinear":[49],"errors":[50],"including":[51,76],"inter-stage":[52],"gain":[53],"(IGE),":[55],"DAC":[56],"errors,":[57],"thermal":[58],"noise":[59],"sampling":[61],"jitter":[62],"verification.":[64],"trained":[66],"verified":[70],"various":[72],"types":[73],"signals":[75,122],"single-tone,":[77],"dual-tone,":[78,118],"amplitude":[79],"modulation":[80,84],"(AM)":[81],"frequency":[83],"(FM)":[85],"signals.":[86],"Simulation":[87],"results":[88],"show":[89],"that,":[90],"SFDR":[92],"SNDR":[94],"are":[99],"improved":[100],"from":[101],"62.58dB":[102],"58.82dB":[104],"to":[105],"89.86dB":[106],"66.66dB":[108],"after":[109,112],"calibration.":[110],"Meanwhile,":[111],"calibration,":[113],"spurs":[115],"AM":[119],"FM":[121],"have":[123],"been":[124],"effectively":[125],"suppressed.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
