{"id":"https://openalex.org/W4405855710","doi":"https://doi.org/10.1007/978-3-031-70947-0_7","title":"A Unified and\u00a0Energy-Efficient Depthwise Separable Convolution Accelerator","display_name":"A Unified and\u00a0Energy-Efficient Depthwise Separable Convolution Accelerator","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405855710","doi":"https://doi.org/10.1007/978-3-031-70947-0_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70947-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70947-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","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/A5100693932","display_name":"Yi Chen","orcid":"https://orcid.org/0000-0002-4924-1628"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yi Chen","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043984277","display_name":"Jie Lou","orcid":"https://orcid.org/0000-0003-0380-8585"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jie Lou","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024548698","display_name":"Christian Lanius","orcid":"https://orcid.org/0000-0001-7107-3782"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Lanius","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029479465","display_name":"Florian Freye","orcid":"https://orcid.org/0000-0003-3025-8910"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Freye","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014668111","display_name":"Johnson Loh","orcid":"https://orcid.org/0009-0001-2659-5255"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johnson Loh","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023628905","display_name":"Tobias Gemmeke","orcid":"https://orcid.org/0000-0003-1583-3411"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Gemmeke","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100693932"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61551905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11992","display_name":"CCD and CMOS Imaging Sensors","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9969000220298767,"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/separable-space","display_name":"Separable space","score":0.6836997866630554},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.610010027885437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.521905243396759},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49686625599861145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2772986590862274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1263972520828247},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06871005892753601},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.05710729956626892},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.04687011241912842}],"concepts":[{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.6836997866630554},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.610010027885437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.521905243396759},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49686625599861145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2772986590862274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1263972520828247},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06871005892753601},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.05710729956626892},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.04687011241912842}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-70947-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70947-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2017369466","https://openalex.org/W2097117768","https://openalex.org/W2289252105","https://openalex.org/W2531409750","https://openalex.org/W2588191434","https://openalex.org/W2605487586","https://openalex.org/W2808463410","https://openalex.org/W2899176839","https://openalex.org/W2946948417","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2973980443","https://openalex.org/W2979042679","https://openalex.org/W2982083293","https://openalex.org/W2989331028","https://openalex.org/W3097777922","https://openalex.org/W3120770213","https://openalex.org/W3123687588","https://openalex.org/W3159730268","https://openalex.org/W3197490098","https://openalex.org/W3210597831","https://openalex.org/W3215511279","https://openalex.org/W4200404774","https://openalex.org/W4205811585","https://openalex.org/W4285146087","https://openalex.org/W4291699885","https://openalex.org/W4313260624","https://openalex.org/W4361005285","https://openalex.org/W4382403266","https://openalex.org/W4388894005","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2530952058","https://openalex.org/W2582836483","https://openalex.org/W4299366318","https://openalex.org/W3158431807","https://openalex.org/W4297580547","https://openalex.org/W2951583185","https://openalex.org/W2531409750","https://openalex.org/W4308155352"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
