{"id":"https://openalex.org/W3085725209","doi":"https://doi.org/10.1109/dac18074.2021.9586121","title":"DANCE: Differentiable Accelerator/Network Co-Exploration","display_name":"DANCE: Differentiable Accelerator/Network Co-Exploration","publication_year":2021,"publication_date":"2021-11-08","ids":{"openalex":"https://openalex.org/W3085725209","doi":"https://doi.org/10.1109/dac18074.2021.9586121","mag":"3085725209"},"language":"en","primary_location":{"id":"doi:10.1109/dac18074.2021.9586121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dac18074.2021.9586121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 58th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.06237","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043170949","display_name":"Kanghyun Choi","orcid":"https://orcid.org/0000-0002-4238-8176"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kanghyun Choi","raw_affiliation_strings":["Department of Computer Science, Yonsei University","Yonsei University, Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University, Department of Computer Science","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031092840","display_name":"Deokki Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deokki Hong","raw_affiliation_strings":["Department of Artificial Intelligence, Yonsei University","Yonsei University,Department of Artificial Intelligence"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University,Department of Artificial Intelligence","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074517237","display_name":"Hojae Yoon","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hojae Yoon","raw_affiliation_strings":["Department of Computer Science, Yonsei University","Yonsei University, Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University, Department of Computer Science","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102372265","display_name":"Joonsang Yu","orcid":"https://orcid.org/0000-0002-9165-0572"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonsang Yu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University","Seoul National University,Dept. of Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Seoul National University,Dept. of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088551237","display_name":"Youngsok Kim","orcid":"https://orcid.org/0000-0002-1015-9969"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngsok Kim","raw_affiliation_strings":["Department of Artificial Intelligence, Yonsei University","Department of Computer Science, Yonsei University","Yonsei University, Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Computer Science, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University, Department of Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447633","display_name":"Jinho Lee","orcid":"https://orcid.org/0000-0003-4010-6611"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinho Lee","raw_affiliation_strings":["Department of Artificial Intelligence, Yonsei University","Department of Computer Science, Yonsei University","Yonsei University, Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Computer Science, Yonsei University","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University, Department of Computer Science","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043170949"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":0.8739,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.74747132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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":0.9987999796867371,"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":0.7590299248695374},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.6985941529273987},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.6820347905158997},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6101971864700317},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.597939670085907},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5698741674423218},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.5292971134185791},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48171478509902954},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.45682409405708313},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4535951018333435},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.443571001291275},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.358070433139801},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3543539047241211},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34937015175819397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32692205905914307},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1948879063129425},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09351283311843872},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09130874276161194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7590299248695374},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.6985941529273987},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.6820347905158997},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6101971864700317},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.597939670085907},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5698741674423218},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.5292971134185791},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48171478509902954},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.45682409405708313},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4535951018333435},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.443571001291275},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.358070433139801},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3543539047241211},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34937015175819397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32692205905914307},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1948879063129425},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09351283311843872},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09130874276161194},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/dac18074.2021.9586121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dac18074.2021.9586121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 58th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2009.06237","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.06237","pdf_url":"https://arxiv.org/pdf/2009.06237","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:3085725209","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.06237.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2009.06237","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.06237","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.06237","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.06237","pdf_url":"https://arxiv.org/pdf/2009.06237","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321314","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3085725209.pdf","grobid_xml":"https://content.openalex.org/works/W3085725209.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1902934009","https://openalex.org/W2067523571","https://openalex.org/W2152839228","https://openalex.org/W2170382128","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2289252105","https://openalex.org/W2547875792","https://openalex.org/W2606722458","https://openalex.org/W2612445135","https://openalex.org/W2625457103","https://openalex.org/W2662969263","https://openalex.org/W2766447205","https://openalex.org/W2785366763","https://openalex.org/W2796438033","https://openalex.org/W2810075754","https://openalex.org/W2899771611","https://openalex.org/W2905672847","https://openalex.org/W2911491685","https://openalex.org/W2932077855","https://openalex.org/W2940862705","https://openalex.org/W2944779197","https://openalex.org/W2946948417","https://openalex.org/W2953212265","https://openalex.org/W2962856739","https://openalex.org/W2963446712","https://openalex.org/W2963918968","https://openalex.org/W2964259004","https://openalex.org/W2965658867","https://openalex.org/W2967733054","https://openalex.org/W2980137827","https://openalex.org/W2980200167","https://openalex.org/W2984989518","https://openalex.org/W2994749257","https://openalex.org/W2995904835","https://openalex.org/W2996409713","https://openalex.org/W2998732502","https://openalex.org/W3000557999","https://openalex.org/W3005828390","https://openalex.org/W3010249414","https://openalex.org/W3016142271","https://openalex.org/W3024621361","https://openalex.org/W3034411059","https://openalex.org/W3092020069","https://openalex.org/W3092216346","https://openalex.org/W3092334294","https://openalex.org/W3095959945","https://openalex.org/W6729448088","https://openalex.org/W6737664043","https://openalex.org/W6752515464","https://openalex.org/W6756887525","https://openalex.org/W6758823024","https://openalex.org/W6767064347","https://openalex.org/W6769668407","https://openalex.org/W6772812598","https://openalex.org/W6774819632","https://openalex.org/W6781622508","https://openalex.org/W6785439968"],"related_works":["https://openalex.org/W3211833531","https://openalex.org/W2964259004","https://openalex.org/W2963918968","https://openalex.org/W2957020430","https://openalex.org/W2971428146","https://openalex.org/W3200067639","https://openalex.org/W3185695382","https://openalex.org/W3136178412","https://openalex.org/W3013854788","https://openalex.org/W2138565468","https://openalex.org/W2967733054","https://openalex.org/W2955425717","https://openalex.org/W2810075754","https://openalex.org/W2767203761","https://openalex.org/W2909419460","https://openalex.org/W3187498994","https://openalex.org/W3110460514","https://openalex.org/W3111941549","https://openalex.org/W3092216346","https://openalex.org/W3125547981"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"DANCE,":[3],"a":[4,23,34,68],"differentiable":[5,24],"approach":[6],"towards":[7],"the":[8,18,29,37,40,44,50,59],"co-exploration":[9,66],"of":[10,20],"hardware":[11,30,45,77],"accelerator":[12,41],"and":[13,43,76],"network":[14],"architecture":[15],"design.":[16],"At":[17],"heart":[19],"DANCE":[21],"is":[22],"evaluator":[25],"network.":[26],"By":[27],"modeling":[28],"evaluation":[31],"software":[32],"with":[33,55],"neural":[35],"network,":[36],"relation":[38],"between":[39],"design":[42],"metrics":[46],"becomes":[47],"differentiable,":[48],"allowing":[49],"search":[51],"to":[52,58],"be":[53],"performed":[54],"backpropagation.":[56],"Compared":[57],"naive":[60],"existing":[61],"approaches,":[62],"our":[63],"method":[64],"performs":[65],"in":[67],"significantly":[69],"shorter":[70],"time,":[71],"while":[72],"achieving":[73],"superior":[74],"accuracy":[75],"cost":[78],"metrics.":[79]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}