{"id":"https://openalex.org/W4388469761","doi":"https://doi.org/10.1109/tc.2023.3329937","title":"HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks","display_name":"HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4388469761","doi":"https://doi.org/10.1109/tc.2023.3329937"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2023.3329937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2023.3329937","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","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/A5030937860","display_name":"Hongyi Li","orcid":"https://orcid.org/0000-0002-7495-9930"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyi Li","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7495-9930","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675945","display_name":"Songchen Ma","orcid":"https://orcid.org/0000-0002-7913-046X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songchen Ma","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7913-046X","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007949373","display_name":"Taoyi Wang","orcid":"https://orcid.org/0000-0003-1878-5451"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taoyi Wang","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1878-5451","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101476783","display_name":"Weihao Zhang","orcid":"https://orcid.org/0000-0002-9301-8538"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Zhang","raw_affiliation_strings":["Lynxi, Company, Ltd., Beijing, China","Center for Brain-Inspired Computing Research, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9301-8538","affiliations":[{"raw_affiliation_string":"Lynxi, Company, Ltd., Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031995825","display_name":"Guanrui Wang","orcid":"https://orcid.org/0000-0002-9109-7535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guanrui Wang","raw_affiliation_strings":["Lynxi, Company, Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9109-7535","affiliations":[{"raw_affiliation_string":"Lynxi, Company, Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061923257","display_name":"Chenhang Song","orcid":"https://orcid.org/0000-0002-5371-6155"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhang Song","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5371-6155","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014744680","display_name":"Huanyu Qu","orcid":"https://orcid.org/0000-0002-0389-0032"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanyu Qu","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0389-0032","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101982106","display_name":"Junfeng Lin","orcid":"https://orcid.org/0009-0008-5214-9858"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Lin","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-5214-9858","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101473697","display_name":"Cheng Ma","orcid":"https://orcid.org/0000-0002-9834-5685"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Ma","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9834-5685","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017541431","display_name":"Jing Pei","orcid":"https://orcid.org/0000-0003-2340-0616"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Pei","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2340-0616","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113950612","display_name":"Rong Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Zhao","raw_affiliation_strings":["Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2320-0326","affiliations":[{"raw_affiliation_string":"Center for Brain-Inspired Computing Research, Optical Memory National Engineering Research Center, Tsinghua University-China Electronics Technology HIK Group Co., Joint Research Center for Brian-inspired Computing, IDG/McGovern Institute for Brain Research at Tsinghua University, Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":2.2267,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87601565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"73","issue":"2","first_page":"366","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9988999962806702,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/parallelism","display_name":"Parallelism (grammar)","score":0.7863855361938477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7506898641586304},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7382511496543884},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7061322927474976},{"id":"https://openalex.org/keywords/task-parallelism","display_name":"Task parallelism","score":0.5443688035011292},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.43429073691368103},{"id":"https://openalex.org/keywords/instruction-level-parallelism","display_name":"Instruction-level parallelism","score":0.42826002836227417},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11562636494636536}],"concepts":[{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.7863855361938477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506898641586304},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7382511496543884},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7061322927474976},{"id":"https://openalex.org/C42992933","wikidata":"https://www.wikidata.org/wiki/Q691169","display_name":"Task parallelism","level":3,"score":0.5443688035011292},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.43429073691368103},{"id":"https://openalex.org/C140763907","wikidata":"https://www.wikidata.org/wiki/Q2714055","display_name":"Instruction-level parallelism","level":3,"score":0.42826002836227417},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11562636494636536}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tc.2023.3329937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2023.3329937","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1498822621","https://openalex.org/W1689711448","https://openalex.org/W2045271686","https://openalex.org/W2064757275","https://openalex.org/W2067523571","https://openalex.org/W2097117768","https://openalex.org/W2098335003","https://openalex.org/W2152839228","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2540279855","https://openalex.org/W2606722458","https://openalex.org/W2783525259","https://openalex.org/W2894006184","https://openalex.org/W2901073342","https://openalex.org/W2906043559","https://openalex.org/W2962862017","https://openalex.org/W2980104813","https://openalex.org/W2992192853","https://openalex.org/W3016939927","https://openalex.org/W3043406639","https://openalex.org/W3043571714","https://openalex.org/W3084937280","https://openalex.org/W3101026687","https://openalex.org/W3135242540","https://openalex.org/W3158233068","https://openalex.org/W3159727696","https://openalex.org/W3184439416","https://openalex.org/W3190062760","https://openalex.org/W3207622241","https://openalex.org/W4280607375","https://openalex.org/W4281260725","https://openalex.org/W4282927077","https://openalex.org/W4297775537","https://openalex.org/W4315490076","https://openalex.org/W4367670059","https://openalex.org/W6629711661","https://openalex.org/W6737664043","https://openalex.org/W6762718338","https://openalex.org/W6771656455","https://openalex.org/W6798838024","https://openalex.org/W6809979497","https://openalex.org/W6839014853"],"related_works":["https://openalex.org/W2950520577","https://openalex.org/W2003935582","https://openalex.org/W2468095077","https://openalex.org/W74409296","https://openalex.org/W2009213655","https://openalex.org/W1991844655","https://openalex.org/W2105992728","https://openalex.org/W1229628","https://openalex.org/W2494130044","https://openalex.org/W2593878938"],"abstract_inverted_index":{"The":[0],"rapid":[1],"development":[2],"of":[3,14,31,76,88,150],"deep":[4],"learning":[5],"has":[6],"propelled":[7],"many":[8],"real-world":[9],"artificial":[10],"intelligence":[11],"applications.":[12],"Many":[13],"these":[15,89],"applications":[16],"integrate":[17],"multiple":[18],"neural":[19],"networks":[20],"(multi-NN)":[21],"to":[22,24,104,108,145,164],"cater":[23],"various":[25,52],"functionalities.":[26],"There":[27],"are":[28,65],"two":[29,66],"challenges":[30],"multi-NN":[32,70,77,106],"acceleration:":[33],"(1)":[34],"competition":[35],"for":[36,62,69,92,191],"shared":[37],"resources":[38],"becomes":[39],"a":[40,74,98,117,140],"bottleneck,":[41],"and":[42,51,58,169,180,185,193],"(2)":[43],"heterogeneous":[44],"workloads":[45],"exhibit":[46],"remarkably":[47],"different":[48],"computing-memory":[49],"characteristics":[50],"synchronization":[53],"requirements.":[54,111],"Therefore,":[55],"resource":[56,60,167],"isolation":[57],"fine-grained":[59],"allocation":[61],"each":[63],"task":[64],"fundamental":[67],"requirements":[68],"computing":[71],"systems.":[72],"Although":[73],"number":[75],"acceleration":[78],"technologies":[79],"have":[80],"been":[81],"explored,":[82],"few":[83],"can":[84,113],"completely":[85],"fulfill":[86],"both":[87,110],"requirements,":[90],"especially":[91],"mobile":[93],"scenarios.":[94],"This":[95],"paper":[96],"reports":[97],"Hierarchical":[99],"Asynchronous":[100],"Parallel":[101],"Model":[102],"(HASP)":[103],"enhance":[105],"performance":[107],"meet":[109],"HASP":[112],"be":[114],"implemented":[115],"on":[116],"multicore":[118],"processor":[119],"that":[120],"adopts":[121],"Multiple":[122,124,130],"Instruction":[123,129],"Data":[125],"(MIMD)":[126],"or":[127],"Single":[128],"Thread":[131],"(SIMT)":[132],"architectures,":[133],"with":[134],"minor":[135],"adaptive":[136],"modification":[137],"needed.":[138],"Further,":[139],"prototype":[141,176],"chip":[142,177],"is":[143,157],"developed":[144],"validate":[146],"the":[147,161,172,175],"hardware":[148],"effectiveness":[149],"this":[151],"design.":[152],"A":[153],"corresponding":[154],"mapping":[155],"strategy":[156],"also":[158],"developed,":[159],"allowing":[160],"proposed":[162],"architecture":[163],"simultaneously":[165],"promote":[166],"utilization":[168],"throughput.":[170],"With":[171],"same":[173],"workload,":[174],"demonstrates":[178],"3.62$\\boldsymbol{\\times}$,":[179],"3.51$\\boldsymbol{\\times}$higher":[181],"throughput":[182],"over":[183],"Planaria":[184],"8.68$\\boldsymbol{\\times}$,":[186],"2.61$\\boldsymbol{\\times}$over":[187],"Jetson":[188],"AGX":[189],"Orin":[190],"MobileNet-V1":[192],"ResNet50,":[194],"respectively.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}