{"id":"https://openalex.org/W4388837976","doi":"https://doi.org/10.1109/tvlsi.2023.3330648","title":"IPOCIM: Artificial Intelligent Architecture Design Space Exploration With Scalable Ping-Pong Computing-in-Memory Macro","display_name":"IPOCIM: Artificial Intelligent Architecture Design Space Exploration With Scalable Ping-Pong Computing-in-Memory Macro","publication_year":2023,"publication_date":"2023-11-20","ids":{"openalex":"https://openalex.org/W4388837976","doi":"https://doi.org/10.1109/tvlsi.2023.3330648"},"language":"en","primary_location":{"id":"doi:10.1109/tvlsi.2023.3330648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2023.3330648","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","raw_type":"journal-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/A5038647640","display_name":"Liang Chang","orcid":"https://orcid.org/0000-0002-6685-5576"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Chang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625561","display_name":"Xin Zhao","orcid":"https://orcid.org/0000-0003-4623-9829"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Xin Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Sai Kung, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Sai Kung, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003505503","display_name":"Ting Yue","orcid":"https://orcid.org/0009-0006-2067-1591"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Yue","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355601","display_name":"Xi Yang","orcid":"https://orcid.org/0000-0002-9252-2767"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Yang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398935","display_name":"Chenglong Li","orcid":"https://orcid.org/0000-0003-0111-0749"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglong Li","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103251262","display_name":"Shuisheng Lin","orcid":"https://orcid.org/0000-0003-2296-8146"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuisheng Lin","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101440489","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0003-2098-9621"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038647640"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.5358,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66035249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"32","issue":"2","first_page":"256","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9987000226974487,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7089990377426147},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.43412017822265625},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3965893089771271},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.39621350169181824},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.361197292804718},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33709847927093506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089990377426147},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.43412017822265625},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3965893089771271},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.39621350169181824},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.361197292804718},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33709847927093506},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvlsi.2023.3330648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2023.3330648","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-133672","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-133672","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4682065674","display_name":null,"funder_award_id":"62104025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5728981753","display_name":null,"funder_award_id":"CARCHB202117","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1999085092","https://openalex.org/W2114360917","https://openalex.org/W2119241866","https://openalex.org/W2289252105","https://openalex.org/W2606722458","https://openalex.org/W2725159389","https://openalex.org/W2725179571","https://openalex.org/W2742608242","https://openalex.org/W2782511028","https://openalex.org/W2790511620","https://openalex.org/W2792893539","https://openalex.org/W2794288888","https://openalex.org/W2891442728","https://openalex.org/W2896457183","https://openalex.org/W2904299207","https://openalex.org/W2911491685","https://openalex.org/W2921329602","https://openalex.org/W2922487710","https://openalex.org/W2964810732","https://openalex.org/W2976137532","https://openalex.org/W2981124343","https://openalex.org/W3000301330","https://openalex.org/W3015980402","https://openalex.org/W3043783230","https://openalex.org/W3099871312","https://openalex.org/W3107757569","https://openalex.org/W3116922653","https://openalex.org/W3133754064","https://openalex.org/W3134304371","https://openalex.org/W3134526034","https://openalex.org/W3159727696","https://openalex.org/W3159782774","https://openalex.org/W3206774775","https://openalex.org/W3208788005","https://openalex.org/W4200101927","https://openalex.org/W4205230840","https://openalex.org/W4205860998","https://openalex.org/W4212888381","https://openalex.org/W4310614688","https://openalex.org/W4312517188","https://openalex.org/W4313887270","https://openalex.org/W4319299723","https://openalex.org/W4320002812","https://openalex.org/W4360831844","https://openalex.org/W4362692015","https://openalex.org/W6755207826","https://openalex.org/W6758823024"],"related_works":["https://openalex.org/W2030816003","https://openalex.org/W4239992647","https://openalex.org/W2076325756","https://openalex.org/W81423522","https://openalex.org/W2150013480","https://openalex.org/W2488264085","https://openalex.org/W1509860481","https://openalex.org/W1989362889","https://openalex.org/W4386206750","https://openalex.org/W1605713622"],"abstract_inverted_index":{"Computing-in-memory":[0],"(CIM)":[1],"architecture":[2,84,107,186],"has":[3],"become":[4],"a":[5,55,147,151,183,201,214],"possible":[6],"solution":[7],"to":[8,124,158,188,237],"designing":[9],"an":[10,156],"energy-efficient":[11],"artificial":[12,50],"intelligent":[13,195],"processor.":[14],"Various":[15],"CIM":[16,23,38,47,56,83,96,106,122,148,160,185],"demonstrators":[17],"indicated":[18],"the":[19,42,82,89,93,105,111,118,125,166,172,178,209,238],"computing":[20,153],"efficiency":[21,103,234],"of":[22,46,95,104,121,127,191],"macro":[24,34,161],"and":[25,36,65,97,114,135,162,170,224],"CIM-based":[26],"processors.":[27],"However,":[28],"previous":[29],"studies":[30],"mainly":[31],"focus":[32],"on":[33,177,208],"optimization":[35],"low":[37],"capacity":[39,94],"without":[40],"considering":[41],"weight":[43,76,79,99,112,163],"update":[44,168],"strategy":[45,154],"architecture.":[48],"The":[49,78,101],"intelligence":[51],"(AI)":[52],"processor":[53],"with":[54,150,200],"engine":[57,149],"practically":[58],"induces":[59],"issues,":[60],"including":[61],"updating":[62,113],"memory":[63,198],"data":[64,167,173,203],"supporting":[66],"different":[67,133,189],"operators.":[68],"For":[69],"instance,":[70],"AI-oriented":[71],"applications":[72],"usually":[73],"contain":[74],"various":[75,128],"parameters.":[77,100],"stored":[80],"in":[81,132],"should":[85],"be":[86],"reloaded":[87],"for":[88],"considerable":[90],"gap":[91],"between":[92],"growing":[98],"computation":[102],"is":[108],"reduced":[109],"by":[110],"waiting.":[115],"In":[116,142],"addition,":[117],"natural":[119],"parallelism":[120],"leads":[123],"mismatch":[126],"convolution":[129],"kernel":[130],"sizes":[131,190],"networks":[134],"layers,":[136],"which":[137],"reduces":[138],"hardware":[139],"utilization":[140],"efficiency.":[141],"this":[143],"work,":[144],"we":[145,181],"develop":[146],"ping-pong":[152,179],"as":[155],"alternative":[157],"typical":[159],"buffer,":[164],"hiding":[165],"latency":[169],"improving":[171],"reuse":[174],"ratio.":[175],"Based":[176,207],"engine,":[180],"propose":[182],"flexible":[184],"adapting":[187],"neural":[192],"networks,":[193],"namely,":[194],"pong":[196],"computing-in":[197],"(IPOCIM),":[199],"fine-grained":[202],"flow":[204],"mapping":[205],"strategy.":[206],"evaluation,":[210],"IPOCIM":[211],"can":[212],"achieve":[213],"1.27\u2013":[215],"<inline-formula":[216,226],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[217,227],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[218,228],"<tex-math":[219,229],"notation=\"LaTeX\">$6.27\\times":[220],"$":[221,231],"</tex-math></inline-formula>":[222,232],"performance":[223],"2.34\u2013":[225],"notation=\"LaTeX\">$5.30\\times":[230],"energy":[233],"improvement":[235],"compared":[236],"state-of-the-art":[239],"works.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}