{"id":"https://openalex.org/W4392248706","doi":"https://doi.org/10.1109/icce59016.2024.10444323","title":"Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA","display_name":"Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392248706","doi":"https://doi.org/10.1109/icce59016.2024.10444323"},"language":"en","primary_location":{"id":"doi:10.1109/icce59016.2024.10444323","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce59016.2024.10444323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","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/A5103502916","display_name":"Masato Watanabe","orcid":null},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masato Watanabe","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035276500","display_name":"Shungo Kumazawa","orcid":"https://orcid.org/0009-0006-5608-5666"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shungo Kumazawa","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026757519","display_name":"Thiem Van Chu","orcid":"https://orcid.org/0000-0002-2003-2574"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Thiem Van Chu","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002692556","display_name":"Kazushi Kawamura","orcid":"https://orcid.org/0000-0002-0795-2974"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazushi Kawamura","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056280822","display_name":"Jaehoon Yu","orcid":"https://orcid.org/0000-0001-6639-7694"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jaehoon Yu","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089388923","display_name":"Masato Motomura","orcid":"https://orcid.org/0000-0003-1543-1252"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masato Motomura","raw_affiliation_strings":["Tokyo Institute of Technology,Yokohama,Japan","Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Yokohama,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103502916"],"corresponding_institution_ids":["https://openalex.org/I114531698"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01427549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9668999910354614,"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/T11737","display_name":"Advanced Materials and Mechanics","score":0.9168000221252441,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7870075106620789},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6709856986999512},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6571072936058044},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6271706223487854},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.617544412612915},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.5032445788383484},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3759937286376953},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33969712257385254},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3240008056163788},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3090045750141144},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.19354364275932312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7870075106620789},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6709856986999512},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6571072936058044},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6271706223487854},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.617544412612915},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.5032445788383484},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3759937286376953},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33969712257385254},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3240008056163788},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3090045750141144},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.19354364275932312},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce59016.2024.10444323","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce59016.2024.10444323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2162006472","https://openalex.org/W2809429070","https://openalex.org/W3093949694","https://openalex.org/W3130639951","https://openalex.org/W4308937016"],"related_works":["https://openalex.org/W4287326768","https://openalex.org/W1556451512","https://openalex.org/W2393322642","https://openalex.org/W1555349535","https://openalex.org/W3131198547","https://openalex.org/W2111241003","https://openalex.org/W2144265691","https://openalex.org/W2033383639","https://openalex.org/W3108918257","https://openalex.org/W3016124764"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"applications,":[2],"such":[3],"as":[4],"autonomous":[5],"driving,":[6],"require":[7],"high":[8],"precision,":[9],"low":[10,13],"latency,":[11],"and":[12,27,56],"power":[14,28],"consumption":[15,29],"image":[16,43,54,73],"processing":[17],"on":[18,48,82],"edge":[19],"devices.":[20],"Hyperdimensional":[21],"Computing":[22],"(HDC)":[23],"offers":[24],"lower":[25,40],"latency":[26],"advantages":[30],"compared":[31],"to":[32,38],"neural":[33],"networks.":[34],"However,":[35],"HDC":[36,60],"tends":[37],"have":[39],"accuracy":[41,79],"in":[42,76],"recognition.":[44],"This":[45],"study":[46],"focuses":[47],"FLASH,":[49],"an":[50],"LSH":[51,70],"circuit":[52],"for":[53,72],"processing,":[55],"integrates":[57],"it":[58],"into":[59],"while":[61],"making":[62],"improvements.":[63],"These":[64],"enhancements":[65],"strengthened":[66],"the":[67],"characteristics":[68],"of":[69,80],"suitable":[71],"recognition,":[74],"resulting":[75],"a":[77],"classification":[78],"88.21%":[81],"MNIST.":[83]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
