{"id":"https://openalex.org/W4294691306","doi":"https://doi.org/10.1109/aicas54282.2022.9869992","title":"A General-Purpose and Configurable Planar Data Processor for Energy-Efficient Pooling Computation","display_name":"A General-Purpose and Configurable Planar Data Processor for Energy-Efficient Pooling Computation","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4294691306","doi":"https://doi.org/10.1109/aicas54282.2022.9869992"},"language":"en","primary_location":{"id":"doi:10.1109/aicas54282.2022.9869992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869992","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","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/A5087505067","display_name":"Lunshuai Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lunshuai Pan","raw_affiliation_strings":["School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034580482","display_name":"Peng Xue","orcid":"https://orcid.org/0000-0002-4272-2883"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xue","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China,Shenzhen,China","Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642288","display_name":"Hongxing Li","orcid":"https://orcid.org/0000-0002-3286-1409"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxing Li","raw_affiliation_strings":["School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009847938","display_name":"Litao Sun","orcid":"https://orcid.org/0000-0002-2750-5004"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Litao Sun","raw_affiliation_strings":["School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Southeast University,SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education,Nanjing,People's Republic of China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038495391","display_name":"Mingqiang Huang","orcid":"https://orcid.org/0000-0002-7794-3985"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqiang Huang","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China,Shenzhen,China","Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.059,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26875843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9965000152587891,"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/pooling","display_name":"Pooling","score":0.9186010360717773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8054029941558838},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6980617642402649},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5130389928817749},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.49594005942344666},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4917340576648712},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4700511693954468},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.45151710510253906},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4440813660621643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3984862267971039},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.35605955123901367},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32538512349128723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22415614128112793}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.9186010360717773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054029941558838},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6980617642402649},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5130389928817749},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.49594005942344666},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4917340576648712},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4700511693954468},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.45151710510253906},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4440813660621643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3984862267971039},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.35605955123901367},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32538512349128723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22415614128112793},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aicas54282.2022.9869992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869992","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2097453879","https://openalex.org/W2397723600","https://openalex.org/W2606722458","https://openalex.org/W2936278485","https://openalex.org/W2945146780","https://openalex.org/W4253012315"],"related_works":["https://openalex.org/W2792080776","https://openalex.org/W2788663687","https://openalex.org/W2517027266","https://openalex.org/W2424871898","https://openalex.org/W3004532561","https://openalex.org/W4225850200","https://openalex.org/W2796942851","https://openalex.org/W2891552639","https://openalex.org/W3207507293","https://openalex.org/W4255361632"],"abstract_inverted_index":{"Convolutional":[0],"Neural":[1],"Networks":[2],"(CNN)":[3],"have":[4,60],"been":[5,61],"widely":[6],"used":[7],"in":[8,21,54],"artificial":[9],"intelligence":[10],"applications.":[11],"A":[12],"typical":[13],"CNN":[14,65,130],"contains":[15],"both":[16],"convolution":[17,24,80],"and":[18,32,82,118,154,190],"pooling":[19,34,47,87,95,126,147,156,200],"layer,":[20],"which":[22,49],"the":[23,33,70,77,83,93,102,106,125,134,140,160,177,198,213],"is":[25,35,43,142,182,209],"to":[26,36,45,57,123,144],"detect":[27],"local":[28],"conjunctions":[29],"of":[30,69,79,176,202],"features":[31],"merge":[37],"similar":[38],"patterns":[39],"into":[40],"one.":[41],"It":[42],"necessary":[44],"make":[46],"operation,":[48,172],"plays":[50],"a":[51,115],"great":[52],"role":[53],"CNN.":[55],"Up":[56],"now,":[58],"there":[59],"numerous":[62],"researches":[63],"on":[64,76,86,187,192],"accelerators,":[66],"however,":[67],"most":[68],"previous":[71],"works":[72],"are":[73,89,97],"only":[74],"focused":[75],"acceleration":[78],"layers,":[81],"specific":[84],"studies":[85],"units":[88],"still":[90],"lacking.":[91],"Besides,":[92,159],"existing":[94],"designs":[96],"usually":[98],"constrained":[99],"by":[100],"either":[101],"poor":[103],"flexibility":[104],"or":[105],"low":[107],"energy/area":[108],"efficiency.":[109],"In":[110],"this":[111],"work,":[112],"we":[113],"propose":[114],"general":[116],"purpose":[117],"energy-efficient":[119,183],"planar":[120],"data":[121,136],"processor":[122,141,161],"support":[124,145],"operation":[127,148],"from":[128],"different":[129],"structure.":[131],"By":[132],"using":[133],"configurable":[135],"path":[137],"control":[138],"method,":[139],"able":[143],"universal":[146],"with":[149,165,197],"arbitrary":[150,155],"input":[151],"feature":[152],"shape":[153],"kernel/stride/padding":[157],"size.":[158],"exhibits":[162,185],"high":[163],"efficiency":[164],"hardware":[166],"utilization":[167,194],"ratio":[168],"near":[169],"100%":[170],"during":[171],"indicating":[173],"good":[174],"performance":[175],"design.":[178],"Most":[179],"importantly,":[180],"it":[181],"that":[184],"86%-off":[186],"power":[188],"consumption":[189],"62%-off":[191],"area":[193],"when":[195],"compared":[196],"separate":[199],"module":[201],"NVDLA":[203],"(NVIDIA":[204],"Deep":[205],"Learning":[206],"Accelerator),":[207],"thus":[208],"particularly":[210],"suitable":[211],"for":[212],"resource-limited":[214],"edge":[215],"intelligent":[216],"devices.":[217]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}