{"id":"https://openalex.org/W4402475853","doi":"https://doi.org/10.1109/hcs61935.2024.10665203","title":"NeCTAr and RASoC: Tale of Two Class SoCs for Language Model Interference and Robotics in Intel 16","display_name":"NeCTAr and RASoC: Tale of Two Class SoCs for Language Model Interference and Robotics in Intel 16","publication_year":2024,"publication_date":"2024-08-25","ids":{"openalex":"https://openalex.org/W4402475853","doi":"https://doi.org/10.1109/hcs61935.2024.10665203"},"language":"en","primary_location":{"id":"doi:10.1109/hcs61935.2024.10665203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs61935.2024.10665203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Hot Chips 36 Symposium (HCS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2503.14708","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107078856","display_name":"Viansa Schmulbach","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Viansa Schmulbach","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012944403","display_name":"Jason Kim","orcid":"https://orcid.org/0000-0001-5089-8048"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason Kim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111324408","display_name":"Ethan Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ethan Gao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014338708","display_name":"Nikhil Jha","orcid":"https://orcid.org/0000-0001-5615-7312"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikhil Jha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062055193","display_name":"Ethan Wu","orcid":"https://orcid.org/0009-0008-9700-3940"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ethan Wu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090149457","display_name":"Oliver Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver Yu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107157712","display_name":"Ben Oliveau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ben Oliveau","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082414888","display_name":"Xiangwei Kong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiangwei Kong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113379669","display_name":"Brendan Roberts","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brendan Roberts","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103271096","display_name":"Connor McMahon","orcid":"https://orcid.org/0000-0003-3646-7908"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Connor McMahon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111324406","display_name":"Lixiang Yin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lixiang Yin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108984145","display_name":"Vamber Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vamber Yang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113379668","display_name":"Brendan Brenner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brendan Brenner","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107157708","display_name":"George Moujaes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"George Moujaes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111324407","display_name":"Boyu Hao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boyu Hao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107157709","display_name":"Lucy Revina","orcid":"https://orcid.org/0009-0007-0993-7587"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucy Revina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027102080","display_name":"Kevin Anderson","orcid":"https://orcid.org/0000-0002-1166-7957"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kevin Anderson","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107157710","display_name":"Bryan Ngo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bryan Ngo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046255149","display_name":"Yufeng Chi","orcid":"https://orcid.org/0000-0002-3020-670X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yufeng Chi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113860834","display_name":"Hongyi Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongyi Huang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107157711","display_name":"Reza Sajadiany","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reza Sajadiany","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101886821","display_name":"Raghav Gupta","orcid":"https://orcid.org/0000-0001-9555-6228"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raghav Gupta","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108984146","display_name":"Ella Schwarz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ella Schwarz","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052708157","display_name":"Jennifer Zhou","orcid":"https://orcid.org/0000-0001-8489-5718"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jennifer Zhou","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078105619","display_name":"Ken Ho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ken Ho","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020900113","display_name":"Jerry Zhao","orcid":"https://orcid.org/0000-0002-9307-2956"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jerry Zhao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004333608","display_name":"Anita M. Flynn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anita Flynn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5041784384","display_name":"Borivoje Nikoli\u0107","orcid":"https://orcid.org/0000-0003-2324-1715"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Borivoje Nikolic","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":28,"corresponding_author_ids":["https://openalex.org/A5107078856"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9846,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87781391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.942300021648407,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.942300021648407,"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"}},{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9309999942779541,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.6498225927352905},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6178572177886963},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5307543277740479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5277367830276489},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.462856650352478},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3641888499259949},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3530946373939514},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3270943760871887},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.30194005370140076},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16774004697799683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6498225927352905},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6178572177886963},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5307543277740479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5277367830276489},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.462856650352478},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3641888499259949},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3530946373939514},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3270943760871887},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.30194005370140076},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16774004697799683},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hcs61935.2024.10665203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs61935.2024.10665203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Hot Chips 36 Symposium (HCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2503.14708","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.14708","pdf_url":"https://arxiv.org/pdf/2503.14708","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2503.14708","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.14708","pdf_url":"https://arxiv.org/pdf/2503.14708","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1508899372","https://openalex.org/W2012658348","https://openalex.org/W2039460805","https://openalex.org/W4250956039","https://openalex.org/W4240485100","https://openalex.org/W4254970379","https://openalex.org/W2056130799","https://openalex.org/W2045758229","https://openalex.org/W405964254","https://openalex.org/W2297646692"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"NeCTAr":[3],"(Near-Cache":[4],"Transformer":[5],"Accelerator),":[6],"a":[7,52],"16nm":[8],"heterogeneous":[9],"multicore":[10],"RISC-V":[11],"SoC":[12],"for":[13],"sparse":[14,53],"and":[15,23,34],"dense":[16],"machine":[17],"learning":[18],"kernels":[19],"with":[20,38],"both":[21],"near-core":[22],"near-memory":[24],"accelerators.":[25],"A":[26],"prototype":[27],"chip":[28],"runs":[29],"at":[30,32],"400MHz":[31],"0.85V":[33],"performs":[35],"matrix-vector":[36],"multiplications":[37],"109":[39],"GOPs/W.":[40],"The":[41],"effectiveness":[42],"of":[43],"the":[44],"design":[45],"is":[46],"demonstrated":[47],"by":[48],"running":[49],"inference":[50],"on":[51],"language":[54],"model,":[55],"ReLU-Llama.":[56]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-09-13T00:00:00"}