{"id":"https://openalex.org/W3033304112","doi":"https://doi.org/10.1109/mc.2020.2984870","title":"Inference Acceleration: Adding Brawn to the Brains","display_name":"Inference Acceleration: Adding Brawn to the Brains","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3033304112","doi":"https://doi.org/10.1109/mc.2020.2984870","mag":"3033304112"},"language":"en","primary_location":{"id":"doi:10.1109/mc.2020.2984870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mc.2020.2984870","pdf_url":"https://ieeexplore.ieee.org/ielx7/2/9107270/09107275.pdf","source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/2/9107270/09107275.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011090944","display_name":"Mark Campbell","orcid":"https://orcid.org/0000-0001-5415-6631"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mark Campbell","raw_affiliation_strings":["Trace3"],"raw_orcid":"https://orcid.org/0000-0001-5415-6631","affiliations":[{"raw_affiliation_string":"Trace3","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5011090944"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2608,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62354268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"53","issue":"6","first_page":"73","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9832000136375427,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9754999876022339,"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":0.8405351638793945},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.789122462272644},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.7559520602226257},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.7370151281356812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6371672749519348},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5271512866020203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8405351638793945},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.789122462272644},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.7559520602226257},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.7370151281356812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371672749519348},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5271512866020203},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mc.2020.2984870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mc.2020.2984870","pdf_url":"https://ieeexplore.ieee.org/ielx7/2/9107270/09107275.pdf","source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/mc.2020.2984870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mc.2020.2984870","pdf_url":"https://ieeexplore.ieee.org/ielx7/2/9107270/09107275.pdf","source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033304112.pdf","grobid_xml":"https://content.openalex.org/works/W3033304112.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2279098554","https://openalex.org/W2805003733","https://openalex.org/W2949870694","https://openalex.org/W2974875810","https://openalex.org/W3105966348","https://openalex.org/W3210200384","https://openalex.org/W6695314431","https://openalex.org/W6751979845","https://openalex.org/W6768086466"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":{"Much":[0],"attention":[1],"in":[2,18],"artificial":[3],"intelligence":[4],"(AI)":[5],"is":[6],"focused":[7],"on":[8,33],"creating":[9],"and":[10,23],"training":[11],"smarter":[12],"models.":[13],"As":[14],"these":[15],"models":[16],"grow":[17],"accuracy,":[19],"they":[20],"increase":[21],"size":[22],"inefficiency.":[24],"Inference":[25],"acceleration":[26],"enables":[27],"AI":[28],"to":[29],"solve":[30],"ever-larger":[31],"problems":[32],"ever-smaller":[34],"devices.":[35]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
