{"id":"https://openalex.org/W4385192561","doi":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361","title":"Chip Demonstration of a High-Density (43Gb) and High-Search-Bandwidth (300Gb/s) 3D NAND Based In-Memory Search Accelerator for Ternary Content Addressable Memory (TCAM) and Proximity Search of Hamming Distance","display_name":"Chip Demonstration of a High-Density (43Gb) and High-Search-Bandwidth (300Gb/s) 3D NAND Based In-Memory Search Accelerator for Ternary Content Addressable Memory (TCAM) and Proximity Search of Hamming Distance","publication_year":2023,"publication_date":"2023-06-11","ids":{"openalex":"https://openalex.org/W4385192561","doi":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361"},"language":"en","primary_location":{"id":"doi:10.23919/vlsitechnologyandcir57934.2023.10185361","doi":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361","is_oa":false,"landing_page_url":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5111538188","display_name":"Chih-Chang Hsieh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Chang Hsieh","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089084441","display_name":"Hang-Ting Lue","orcid":"https://orcid.org/0000-0003-1078-1333","observed_orcids":["https://orcid.org/0000-0003-1078-1333"]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hang-Ting Lue","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011178558","display_name":"Yung-Chun Li","orcid":"https://orcid.org/0000-0003-1994-9059","observed_orcids":["https://orcid.org/0000-0003-1994-9059"]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Chun Li","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062371056","display_name":"Shuo-Nan Hung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shuo-Nan Hung","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109883995","display_name":"Chun-Hsiung Hung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Hsiung Hung","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028102750","display_name":"Keh-Chung Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Keh-Chung Wang","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024808324","display_name":"Chih-Yuan Lu","orcid":"https://orcid.org/0000-0002-8951-2509","observed_orcids":["https://orcid.org/0000-0002-8951-2509"]},"institutions":[{"id":"https://openalex.org/I4210092191","display_name":"Macronix International (Taiwan)","ror":"https://ror.org/01bggjn73","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210092191"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Yuan Lu","raw_affiliation_strings":["Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macronix International Co., Ltd., 16 Li-Hsin Road, Hsinchu Science Park, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210092191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210092191"],"apc_list":null,"apc_paid":null,"fwci":2.197,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90894067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9315999746322632,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9315999746322632,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.016899999231100082,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.007899999618530273,"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/3d-nand-flash-memory","display_name":"3D NAND flash memory","score":0.8730000257492065},{"id":"https://openalex.org/keywords/ternary-content-addressable-memory","display_name":"ternary content addressable memory","score":0.9779999852180481},{"id":"https://openalex.org/keywords/proximity-search","display_name":"proximity search","score":0.9459999799728394},{"id":"https://openalex.org/keywords/similarity-search","display_name":"similarity search","score":0.7459999918937683},{"id":"https://openalex.org/keywords/read-disturb","display_name":"read disturb","score":0.6389999985694885},{"id":"https://openalex.org/keywords/retention","display_name":"retention","score":0.5619999766349792},{"id":"https://openalex.org/keywords/high-density-memory","display_name":"high-density memory","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C193319292","wikidata":"https://www.wikidata.org/wiki/Q272172","display_name":"Hamming distance","level":2,"score":0.6503586173057556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6420047283172607},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.6163722276687622},{"id":"https://openalex.org/C2778618852","wikidata":"https://www.wikidata.org/wiki/Q1128613","display_name":"Content-addressable storage","level":4,"score":0.6128096580505371},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.5166940689086914},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4556879699230194},{"id":"https://openalex.org/C64452783","wikidata":"https://www.wikidata.org/wiki/Q1524945","display_name":"Ternary operation","level":2,"score":0.45376884937286377},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.357298344373703},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11786606907844543},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09118735790252686},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/vlsitechnologyandcir57934.2023.10185361","doi":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361","is_oa":false,"landing_page_url":"https://doi.org/10.23919/vlsitechnologyandcir57934.2023.10185361","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3139269722","https://openalex.org/W4380356701","https://openalex.org/W4285248475","https://openalex.org/W7167729851","https://openalex.org/W3039098688","https://openalex.org/W4390762983","https://openalex.org/W4286571904","https://openalex.org/W3194161192","https://openalex.org/W4285144257","https://openalex.org/W7204099689"],"abstract_inverted_index":{"We":[0],"demonstrated":[1],"a":[2,23],"high":[3],"density":[4],"(43Gb)":[5],"in-memory":[6,130],"search":[7,18,58,80],"(IMS)":[8],"fully-integrated":[9],"chip":[10,66],"with":[11],"the":[12,64,101,109,119],"ability":[13],"of":[14,32,112,154],"Live":[15],"DEMO":[16],"for":[17,132,142],"applications.":[19],"It\u2019s":[20],"based":[21],"on":[22],"96-layer":[24],"3D":[25,136],"NAND":[26,137],"product,":[27],"using":[28],"our":[29],"novel":[30],"design":[31],"paired":[33,113],"String-Select":[34],"Line":[35],"(SSL)":[36],"inputs.":[37],"It":[38],"can":[39,126,149],"accelerate":[40],"exact":[41,79],"TCAM":[42,73],"and":[43,50,148],"proximity":[44,107],"Hamming-distance":[45],"searches.":[46],"The":[47,83,94],"128b":[48],"SSL-inputs":[49],"16KB":[51],"BL\u2019s":[52],"(output":[53],"match":[54],"lines)":[55],"achieve":[56],"maximum":[57],"bandwidth":[59],"up":[60],"to":[61,118],"300Gb/sec,":[62],"while":[63],"measured":[65],"power":[67],"is":[68,115,140],"less":[69],"than":[70],"400mW.":[71],"For":[72,106],"mode,":[74],"large":[75],"Vt":[76,92],"window":[77],"(>2V)":[78],"was":[81],"demonstrated.":[82],"read":[84,89],"disturb":[85],"tests":[86,99],"surpass":[87],"100M":[88],"without":[90],"observable":[91],"shift.":[93],"post-1K":[95],"cycled":[96],"+":[97],"baking":[98],"pass":[100],"usual":[102],"retention":[103],"qualification":[104],"requirements.":[105],"search,":[108],"BL":[110],"current":[111],"SSL-input":[114],"directly":[116],"proportional":[117],"normalized":[120],"Hamming":[121],"distance":[122],"so":[123],"that":[124],"we":[125],"provide":[127],"an":[128],"efficient":[129],"sorter":[131],"similarity":[133],"search.":[134],"Our":[135],"IMS":[138],"device":[139],"suitable":[141],"supporting":[143],"general-purpose":[144],"data":[145,155],"retrieval":[146],"applications":[147],"significantly":[150],"save":[151],"system":[152],"energy":[153],"movements.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-07-25T00:00:00"}