{"id":"https://openalex.org/W4403507524","doi":"https://doi.org/10.1587/elex.21.20240559","title":"Automated feature map padding and transfer circuit for CNN inference","display_name":"Automated feature map padding and transfer circuit for CNN inference","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403507524","doi":"https://doi.org/10.1587/elex.21.20240559"},"language":"en","primary_location":{"id":"doi:10.1587/elex.21.20240559","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.21.20240559","pdf_url":"https://www.jstage.jst.go.jp/article/elex/21/22/21_21.20240559/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/elex/21/22/21_21.20240559/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100420484","display_name":"Hongying Zhang","orcid":"https://orcid.org/0000-0001-8132-5090"},"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongying Zhang","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068527765","display_name":"M. L. Chen","orcid":"https://orcid.org/0009-0009-1929-0697"},"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Chen","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036635237","display_name":"Mao Ni","orcid":null},"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mao Ni","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395304","display_name":"Lan Chen","orcid":"https://orcid.org/0000-0003-4426-9944"},"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Chen","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101624433","display_name":"Yiheng Zhang","orcid":"https://orcid.org/0000-0002-5474-8001"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiheng Zhang","raw_affiliation_strings":["University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060150562","display_name":"Xiaoran Hao","orcid":"https://orcid.org/0009-0004-6689-215X"},"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Hao","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100420484"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":1.3455,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87970197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"21","issue":"22","first_page":"20240559","last_page":"20240559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.6539999842643738,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.6539999842643738,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T13382","display_name":"Robotics and Automated Systems","score":0.6396999955177307,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.6190999746322632,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/padding","display_name":"Padding","score":0.9365079998970032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6975211501121521},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.640803337097168},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5970467925071716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5255975723266602},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4239179491996765},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13682246208190918}],"concepts":[{"id":"https://openalex.org/C165435473","wikidata":"https://www.wikidata.org/wiki/Q1509884","display_name":"Padding","level":2,"score":0.9365079998970032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975211501121521},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.640803337097168},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5970467925071716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5255975723266602},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4239179491996765},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13682246208190918},{"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:10.1587/elex.21.20240559","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.21.20240559","pdf_url":"https://www.jstage.jst.go.jp/article/elex/21/22/21_21.20240559/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/elex.21.20240559","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.21.20240559","pdf_url":"https://www.jstage.jst.go.jp/article/elex/21/22/21_21.20240559/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403507524.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2048266589","https://openalex.org/W2094756095","https://openalex.org/W2289252105","https://openalex.org/W2584311934","https://openalex.org/W2606722458","https://openalex.org/W2618530766","https://openalex.org/W2626712922","https://openalex.org/W2773339846","https://openalex.org/W2783444794","https://openalex.org/W2790925711","https://openalex.org/W2895531329","https://openalex.org/W2935524202","https://openalex.org/W2940862705","https://openalex.org/W2963037989","https://openalex.org/W2963122961","https://openalex.org/W2971734772","https://openalex.org/W3017521908","https://openalex.org/W3127100010","https://openalex.org/W3203992401","https://openalex.org/W4200579301","https://openalex.org/W4226049247","https://openalex.org/W4319430529","https://openalex.org/W4320002812","https://openalex.org/W4384786459","https://openalex.org/W4385413436","https://openalex.org/W4389104738","https://openalex.org/W4390337067","https://openalex.org/W4391097582"],"related_works":["https://openalex.org/W2142641794","https://openalex.org/W4384947563","https://openalex.org/W2946726629","https://openalex.org/W4231428344","https://openalex.org/W4322753435","https://openalex.org/W4243974052","https://openalex.org/W4315882065","https://openalex.org/W4244331477","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"This":[0,59],"paper":[1],"introduces":[2],"a":[3,91],"novel":[4],"hardware":[5],"acceleration":[6],"circuit":[7],"designed":[8],"to":[9,39,98,107],"address":[10,13],"the":[11,22,66,82],"storage":[12],"offset":[14],"issue":[15],"in":[16],"Convolutional":[17],"Neural":[18],"Networks":[19],"(CNNs)":[20],"during":[21],"feature":[23,54,70],"map":[24,55],"padding":[25,29,56],"process.":[26],"Traditional":[27],"CPU-based":[28,99],"and":[30,37,42,52,57,64,74,101],"data":[31],"transfer":[32],"methods":[33,100],"are":[34],"computationally":[35],"intensive":[36],"lead":[38],"high":[40],"latency":[41],"power":[43],"consumption,":[44],"especially":[45],"on":[46,81],"edge":[47],"devices.":[48],"Our":[49],"solution":[50],"automates":[51],"integrates":[53],"transfer.":[58],"significantly":[60],"reduces":[61],"DRAM":[62,73],"access":[63],"improves":[65],"speed":[67],"of":[68,93],"transferring":[69],"maps":[71],"between":[72],"on-chip":[75],"SRAM.":[76],"The":[77],"proposed":[78],"circuit,":[79],"tested":[80],"ZCU102":[83],"development":[84],"board":[85],"using":[86],"YOLOv4-tiny\u2019s":[87],"convolutional":[88],"layers,":[89],"demonstrates":[90],"speedup":[92],"over":[94],"20":[95],"times":[96,105],"compared":[97,106],"more":[102],"than":[103],"4":[104],"CPU":[108],"with":[109],"DMA.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
