{"id":"https://openalex.org/W2981266844","doi":"https://doi.org/10.1007/s00521-019-04550-w","title":"Implementation of DNNs on IoT devices","display_name":"Implementation of DNNs on IoT devices","publication_year":2019,"publication_date":"2019-10-17","ids":{"openalex":"https://openalex.org/W2981266844","doi":"https://doi.org/10.1007/s00521-019-04550-w","mag":"2981266844"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04550-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04550-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Implementation_of_DNNs_on_IoT_devices/20731435","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363624","display_name":"Zhichao Zhang","orcid":"https://orcid.org/0000-0003-3560-2135"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhichao Zhang","raw_affiliation_strings":["School of Engineering, Deakin University, Geelong, VIC, 3216, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Deakin University, Geelong, VIC, 3216, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088007702","display_name":"Abbas Z. Kouzani","orcid":"https://orcid.org/0000-0002-6292-1214"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abbas Z. Kouzani","raw_affiliation_strings":["School of Engineering, Deakin University, Geelong, VIC, 3216, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Deakin University, Geelong, VIC, 3216, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088007702"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":null,"fwci":1.2759,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.81549442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"32","issue":"5","first_page":"1327","last_page":"1356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9980999827384949,"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":0.9944999814033508,"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":0.8460712432861328},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5701233148574829},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5186135768890381},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4921826422214508},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4599892199039459},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.44250428676605225},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4394015371799469},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.43660327792167664},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.4331352710723877},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.42996782064437866},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4293302893638611},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.418049693107605},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3845559358596802},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.36467018723487854},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28066104650497437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2772575616836548},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13844028115272522},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.13566648960113525},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11129200458526611},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.0970485508441925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8460712432861328},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5701233148574829},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5186135768890381},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4921826422214508},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4599892199039459},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.44250428676605225},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4394015371799469},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.43660327792167664},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.4331352710723877},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.42996782064437866},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4293302893638611},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.418049693107605},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3845559358596802},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.36467018723487854},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28066104650497437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2772575616836548},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13844028115272522},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.13566648960113525},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11129200458526611},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0970485508441925},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-019-04550-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04550-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30131961","is_oa":false,"landing_page_url":"http://www.doi.org/10.1007/s00521-019-04550-w","pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20731435","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Implementation_of_DNNs_on_IoT_devices/20731435","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20731435","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Implementation_of_DNNs_on_IoT_devices/20731435","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W423095831","https://openalex.org/W592963477","https://openalex.org/W1423339008","https://openalex.org/W1563017489","https://openalex.org/W1686810756","https://openalex.org/W1826234144","https://openalex.org/W1932198206","https://openalex.org/W1941445455","https://openalex.org/W1995341919","https://openalex.org/W1999085092","https://openalex.org/W2064675550","https://openalex.org/W2067523571","https://openalex.org/W2076063813","https://openalex.org/W2081934888","https://openalex.org/W2097117768","https://openalex.org/W2107878631","https://openalex.org/W2112796928","https://openalex.org/W2118023920","https://openalex.org/W2120432001","https://openalex.org/W2130942839","https://openalex.org/W2136922672","https://openalex.org/W2137983211","https://openalex.org/W2143612262","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2184188583","https://openalex.org/W2186615578","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2257979135","https://openalex.org/W2273113005","https://openalex.org/W2276892413","https://openalex.org/W2279098554","https://openalex.org/W2285660444","https://openalex.org/W2289252105","https://openalex.org/W2297325673","https://openalex.org/W2300242332","https://openalex.org/W2345707736","https://openalex.org/W2401135644","https://openalex.org/W2524428287","https://openalex.org/W2554302513","https://openalex.org/W2557283755","https://openalex.org/W2559094099","https://openalex.org/W2564566221","https://openalex.org/W2565125333","https://openalex.org/W2585560244","https://openalex.org/W2586702902","https://openalex.org/W2592929672","https://openalex.org/W2604319603","https://openalex.org/W2604700561","https://openalex.org/W2611020731","https://openalex.org/W2612445135","https://openalex.org/W2612457703","https://openalex.org/W2616014673","https://openalex.org/W2727238169","https://openalex.org/W2745188663","https://openalex.org/W2747590145","https://openalex.org/W2752901856","https://openalex.org/W2764024122","https://openalex.org/W2766347095","https://openalex.org/W2771111398","https://openalex.org/W2774029808","https://openalex.org/W2780661572","https://openalex.org/W2783538964","https://openalex.org/W2789993878","https://openalex.org/W2790925711","https://openalex.org/W2798317693","https://openalex.org/W2798423711","https://openalex.org/W2798595081","https://openalex.org/W2803113791","https://openalex.org/W2808484818","https://openalex.org/W2885228218","https://openalex.org/W2886927008","https://openalex.org/W2891809426","https://openalex.org/W2896556344","https://openalex.org/W2896983500","https://openalex.org/W2898694298","https://openalex.org/W2898822987","https://openalex.org/W2899096050","https://openalex.org/W2899288919","https://openalex.org/W2901518517","https://openalex.org/W2904523480","https://openalex.org/W2907257011","https://openalex.org/W2907463061","https://openalex.org/W2908561972","https://openalex.org/W2913732814","https://openalex.org/W2915614342","https://openalex.org/W2917377703","https://openalex.org/W2919115771","https://openalex.org/W2920270483","https://openalex.org/W2926546867","https://openalex.org/W2943148367","https://openalex.org/W2950656546","https://openalex.org/W2951004968","https://openalex.org/W2962883027","https://openalex.org/W2963037989","https://openalex.org/W2963087201","https://openalex.org/W2963122961","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963243833","https://openalex.org/W2963257831","https://openalex.org/W2963363373","https://openalex.org/W2963382930","https://openalex.org/W2963470893","https://openalex.org/W2963568120","https://openalex.org/W2963594949","https://openalex.org/W2963816728","https://openalex.org/W2964248288","https://openalex.org/W2964248614","https://openalex.org/W2964299589","https://openalex.org/W3098951351","https://openalex.org/W3102169921","https://openalex.org/W3104216513","https://openalex.org/W3123290820","https://openalex.org/W3146803896","https://openalex.org/W3206219585","https://openalex.org/W4236853429","https://openalex.org/W4236868170","https://openalex.org/W4288083474","https://openalex.org/W4289146347"],"related_works":["https://openalex.org/W3003815297","https://openalex.org/W2070353846","https://openalex.org/W4319430465","https://openalex.org/W4297808709","https://openalex.org/W3092357178","https://openalex.org/W4307186359","https://openalex.org/W3017059173","https://openalex.org/W2988941681","https://openalex.org/W144422046","https://openalex.org/W2940862705"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}