{"id":"https://openalex.org/W4386261949","doi":"https://doi.org/10.1145/3615991.3616404","title":"EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices","display_name":"EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices","publication_year":2023,"publication_date":"2023-08-29","ids":{"openalex":"https://openalex.org/W4386261949","doi":"https://doi.org/10.1145/3615991.3616404"},"language":"en","primary_location":{"id":"doi:10.1145/3615991.3616404","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616404","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616404","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616404","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067414684","display_name":"Alexander Redding","orcid":"https://orcid.org/0000-0001-5210-0407"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexander Redding","raw_affiliation_strings":["University of California, San Diego, La Jolla, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, United States of America","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024845005","display_name":"Xiaofan Yu","orcid":"https://orcid.org/0000-0002-9638-6184"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaofan Yu","raw_affiliation_strings":["University of California, San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043209289","display_name":"Shengfan Hu","orcid":"https://orcid.org/0009-0002-5830-7657"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shengfan Hu","raw_affiliation_strings":["University of California, San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072986653","display_name":"Pat Pannuto","orcid":"https://orcid.org/0000-0001-7720-6267"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Pannuto","raw_affiliation_strings":["University of California, San Diego, La Jolla, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, United States of America","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025573294","display_name":"Tajana Rosing","orcid":"https://orcid.org/0000-0002-6954-997X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tajana Rosing","raw_affiliation_strings":["University of California, San Diego, La Jolla, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, United States of America","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067414684"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.2586,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53581217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9955999851226807,"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/T12046","display_name":"MXene and MAX Phase Materials","score":0.9492999911308289,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.7607700824737549},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.7290507555007935},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5617929100990295},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5386372208595276},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5200569033622742},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.49521604180336},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47625184059143066},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4702020287513733},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4442843198776245},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.4280606210231781},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3684982657432556},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.36034637689590454},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3045783042907715},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2652254104614258},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18981876969337463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16553106904029846},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.14358022809028625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7607700824737549},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.7290507555007935},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5617929100990295},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5386372208595276},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5200569033622742},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.49521604180336},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47625184059143066},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4702020287513733},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4442843198776245},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.4280606210231781},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3684982657432556},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.36034637689590454},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3045783042907715},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2652254104614258},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18981876969337463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16553106904029846},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.14358022809028625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3615991.3616404","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616404","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616404","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3615991.3616404","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616404","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616404","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2450229395","display_name":"CNS Core: Small: Repurposing Smartphones to Minimize Carbon","funder_award_id":"2233894","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3935359974","display_name":null,"funder_award_id":"NSF-CNS-2233894","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386261949.pdf","grobid_xml":"https://content.openalex.org/works/W4386261949.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2070862086","https://openalex.org/W3019791076","https://openalex.org/W3021951958","https://openalex.org/W3105115497","https://openalex.org/W3178180748","https://openalex.org/W3184049905","https://openalex.org/W3202905974","https://openalex.org/W3204836041","https://openalex.org/W4309287541"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W2730940305","https://openalex.org/W4207020266"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"EmbHD,":[3],"a":[4],"library":[5,39],"for":[6,19,32],"embedded":[7],"Hyperdimensional":[8,55],"Computing":[9],"research":[10],"on":[11,49],"severely":[12],"resource-constrained":[13,50],"computing":[14],"devices.":[15,37],"The":[16,38],"increasing":[17],"demand":[18],"power-efficient":[20],"and":[21,47],"low-latency":[22],"machine":[23,44],"learning":[24,45],"in":[25],"mobile":[26],"applications":[27],"has":[28],"driven":[29],"the":[30],"need":[31],"offloading":[33],"computation":[34],"onto":[35],"edge":[36],"aims":[40],"to":[41],"enable":[42],"efficient":[43],"inference":[46],"training":[48],"microcontrollers":[51],"by":[52],"leveraging":[53],"hardware-optimized":[54],"operations.":[56]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}