{"id":"https://openalex.org/W4391164199","doi":"https://doi.org/10.1109/tcad.2024.3358220","title":"CoMN: Algorithm-Hardware Co-Design Platform for Nonvolatile Memory-Based Convolutional Neural Network Accelerators","display_name":"CoMN: Algorithm-Hardware Co-Design Platform for Nonvolatile Memory-Based Convolutional Neural Network Accelerators","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391164199","doi":"https://doi.org/10.1109/tcad.2024.3358220"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2024.3358220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3358220","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-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/A5102941473","display_name":"Lixia Han","orcid":"https://orcid.org/0000-0002-4721-1564"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixia Han","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4721-1564","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033591638","display_name":"Renjie Pan","orcid":"https://orcid.org/0009-0000-3548-7419"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Pan","raw_affiliation_strings":["School of Software and Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-3548-7419","affiliations":[{"raw_affiliation_string":"School of Software and Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072809375","display_name":"Zheng Zhou","orcid":"https://orcid.org/0009-0008-3957-3144"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhou","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-3957-3144","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111117437","display_name":"Hairuo Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hairuo Lu","raw_affiliation_strings":["School of Software and Microelectronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software and Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087811347","display_name":"Yiyang Chen","orcid":"https://orcid.org/0000-0001-9960-9040"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Chen","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052416653","display_name":"Haozhang Yang","orcid":"https://orcid.org/0000-0001-7224-474X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haozhang Yang","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7224-474X","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089747900","display_name":"Peng Huang","orcid":"https://orcid.org/0000-0003-3280-0099"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Huang","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3280-0099","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850376","display_name":"Guangyu Sun","orcid":"https://orcid.org/0000-0001-6436-0820"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyu Sun","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324668","display_name":"Xiaoyan Liu","orcid":"https://orcid.org/0009-0007-8018-651X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Liu","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010857702","display_name":"Jinfeng Kang","orcid":"https://orcid.org/0000-0002-6286-0423"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Kang","raw_affiliation_strings":["School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6286-0423","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and the Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":2.4231,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88780667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"43","issue":"7","first_page":"2043","last_page":"2056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T10502","display_name":"Advanced Memory and Neural Computing","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7956790924072266},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.6706956624984741},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.6671061515808105},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.6083875298500061},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5836831331253052},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5273956656455994},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5067716240882874},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4140357971191406},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41379475593566895},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.34090763330459595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13285279273986816},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12031906843185425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7956790924072266},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.6706956624984741},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.6671061515808105},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.6083875298500061},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5836831331253052},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5273956656455994},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5067716240882874},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4140357971191406},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41379475593566895},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.34090763330459595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13285279273986816},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12031906843185425},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2024.3358220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3358220","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1626660531","display_name":null,"funder_award_id":"62022006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1680790843","display_name":null,"funder_award_id":"92064001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6847781164","display_name":null,"funder_award_id":"B18001","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1615941610","https://openalex.org/W1964531905","https://openalex.org/W1979798093","https://openalex.org/W1997379654","https://openalex.org/W1999085092","https://openalex.org/W2005378264","https://openalex.org/W2050430018","https://openalex.org/W2075700886","https://openalex.org/W2110880033","https://openalex.org/W2118414553","https://openalex.org/W2125944154","https://openalex.org/W2143517734","https://openalex.org/W2178854504","https://openalex.org/W2179257059","https://openalex.org/W2184097654","https://openalex.org/W2254450385","https://openalex.org/W2508602506","https://openalex.org/W2514013094","https://openalex.org/W2518281301","https://openalex.org/W2524428287","https://openalex.org/W2593564159","https://openalex.org/W2594492285","https://openalex.org/W2604162583","https://openalex.org/W2760245843","https://openalex.org/W2772200284","https://openalex.org/W2782046614","https://openalex.org/W2784200043","https://openalex.org/W2807750997","https://openalex.org/W2899749435","https://openalex.org/W2907886458","https://openalex.org/W2909180686","https://openalex.org/W2943365647","https://openalex.org/W2963387357","https://openalex.org/W2984449204","https://openalex.org/W2997869757","https://openalex.org/W3002453241","https://openalex.org/W3003821665","https://openalex.org/W3022053993","https://openalex.org/W3033519076","https://openalex.org/W3044192339","https://openalex.org/W3112740243","https://openalex.org/W3158113062","https://openalex.org/W3172819050","https://openalex.org/W3183264033","https://openalex.org/W3194056411","https://openalex.org/W3199963551","https://openalex.org/W4200611376","https://openalex.org/W4221039638","https://openalex.org/W4221118949","https://openalex.org/W4235990555","https://openalex.org/W4292121737","https://openalex.org/W4293023013","https://openalex.org/W4312121016","https://openalex.org/W4323022446","https://openalex.org/W4386763617","https://openalex.org/W4386764939","https://openalex.org/W6678646244","https://openalex.org/W6680165234","https://openalex.org/W6682164866","https://openalex.org/W6686392319","https://openalex.org/W6719768283","https://openalex.org/W6727208969","https://openalex.org/W6756295042"],"related_works":["https://openalex.org/W2619340758","https://openalex.org/W4313341326","https://openalex.org/W2518118925","https://openalex.org/W3159273459","https://openalex.org/W3133116121","https://openalex.org/W2625058759","https://openalex.org/W3195471267","https://openalex.org/W2971009090","https://openalex.org/W3032310658","https://openalex.org/W3193212547"],"abstract_inverted_index":{"Computing":[0],"in":[1,156],"memory":[2,12],"(CIM)":[3],"convolutional":[4],"neural":[5],"network":[6],"(CNN)":[7],"accelerators":[8],"based":[9],"on":[10],"nonvolatile":[11],"(NVM)":[13],"show":[14],"great":[15],"potential":[16],"to":[17,62,78,83,102,123,148,166],"improve":[18],"energy":[19,133,140],"efficiency":[20],"and":[21,28,41,65,92,97,108,139,152,189,206],"throughput,":[22],"while":[23],"the":[24,54,68,71,112,157,168,171],"multiple":[25,116],"design":[26,30,113,154,159],"levels":[27],"huge":[29],"space":[31,155],"of":[32,170],"CIM-based":[33],"CNN":[34,81,125],"acceleration":[35],"system":[36],"make":[37],"cross-level":[38],"co-design":[39,50,192],"methodology":[40],"platforms":[42],"extremely":[43],"desired.":[44],"In":[45,70],"this":[46],"work,":[47],"an":[48],"algorithm-hardware":[49,181,191],"platform":[51,178,196],"CoMN":[52,172,177,195],"with":[53,203],"graphic":[55],"user":[56],"interface":[57],"is":[58,76,121,146],"proposed":[59],"for":[60,127],"designers":[61],"fast":[63],"verify":[64,167],"further":[66],"optimize":[67],"designments.":[69],"platform,":[72],"1)":[73],"a":[74],"mapper":[75],"developed":[77,147],"automatically":[79],"map":[80],"models":[82],"CIM":[84],"chips":[85],"through":[86,135],"optimizing":[87],"pipeline,":[88],"weight":[89],"transformation,":[90],"partition,":[91],"placement;":[93],"2)":[94],"accuracy":[95,130],"evaluator":[96,99],"performance":[98],"are":[100],"built":[101],"jointly":[103],"estimate":[104],"accuracy,":[105],"energy,":[106],"latency,":[107],"area":[109],"overheads":[110],"considering":[111],"dependencies":[114],"across":[115],"levels;":[117],"3)":[118],"algorithm":[119,184],"adapter":[120],"exploited":[122],"retrain":[124],"weights":[126],"higher":[128],"hardware":[129,144,150,186],"within":[131],"limited":[132],"budget":[134],"nonidealities":[136],"aware":[137,141],"training":[138],"training;":[142],"4)":[143],"optimizer":[145],"search":[149],"microarchitecture":[151],"circuit":[153],"early":[158],"stage.":[160],"We":[161],"conduct":[162],"several":[163],"case":[164],"studies":[165],"effectiveness":[169],"platform.":[173],"Results":[174],"indicate":[175],"that":[176],"can":[179,197],"enable":[180],"mapping,":[182],"hardware-aware":[183],"adaption,":[185],"configuration":[187],"exploration,":[188],"overall":[190],"efficiently.":[193],"The":[194],"be":[198],"accessed":[199],"online":[200],"at":[201],"http://101.42.97.22:8081/index.html":[202],"username":[204],"\u201ctcad\u201d":[205],"password":[207],"\u201ccomnuser\u201d.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}