{"id":"https://openalex.org/W2949591530","doi":"https://doi.org/10.1145/3307650.3322214","title":"MnnFast","display_name":"MnnFast","publication_year":2019,"publication_date":"2019-06-14","ids":{"openalex":"https://openalex.org/W2949591530","doi":"https://doi.org/10.1145/3307650.3322214","mag":"2949591530"},"language":"en","primary_location":{"id":"doi:10.1145/3307650.3322214","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307650.3322214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International Symposium on Computer Architecture","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/A5013182828","display_name":"Hanhwi Jang","orcid":"https://orcid.org/0000-0003-3722-4131"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hanhwi Jang","raw_affiliation_strings":["POSTECH, Pohang, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"POSTECH, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078370106","display_name":"Joonsung Kim","orcid":"https://orcid.org/0000-0002-5432-7813"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonsung Kim","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042524298","display_name":"Jae-Eon Jo","orcid":"https://orcid.org/0000-0003-0465-2463"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Eon Jo","raw_affiliation_strings":["POSTECH, Pohang, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"POSTECH, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330932","display_name":"Jae\u2010Won Lee","orcid":"https://orcid.org/0000-0003-2528-1905"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaewon Lee","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101743105","display_name":"Jangwoo Kim","orcid":"https://orcid.org/0000-0003-2193-5748"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jangwoo Kim","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013182828"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":5.253,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.96308048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"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":0.9968000054359436,"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":0.996399998664856,"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":0.9961000084877014,"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":0.8301436901092529},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6735633611679077},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.593902587890625},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.5291027426719666},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.523574948310852},{"id":"https://openalex.org/keywords/memory-architecture","display_name":"Memory architecture","score":0.4643697142601013},{"id":"https://openalex.org/keywords/auxiliary-memory","display_name":"Auxiliary memory","score":0.4210689067840576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35357075929641724},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3506411015987396},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32836031913757324},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.16088691353797913},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09871304035186768},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.09649461507797241},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09318280220031738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8301436901092529},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6735633611679077},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.593902587890625},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.5291027426719666},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.523574948310852},{"id":"https://openalex.org/C2779602883","wikidata":"https://www.wikidata.org/wiki/Q15544750","display_name":"Memory architecture","level":2,"score":0.4643697142601013},{"id":"https://openalex.org/C82687282","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Auxiliary memory","level":2,"score":0.4210689067840576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35357075929641724},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3506411015987396},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32836031913757324},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.16088691353797913},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09871304035186768},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.09649461507797241},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09318280220031738},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3307650.3322214","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307650.3322214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International Symposium on Computer Architecture","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1983157164","https://openalex.org/W2020517863","https://openalex.org/W2049451779","https://openalex.org/W2053496002","https://openalex.org/W2064675550","https://openalex.org/W2064872546","https://openalex.org/W2073061372","https://openalex.org/W2100799353","https://openalex.org/W2107878631","https://openalex.org/W2128560305","https://openalex.org/W2279098554","https://openalex.org/W2285660444","https://openalex.org/W2289252105","https://openalex.org/W2337344472","https://openalex.org/W2337601653","https://openalex.org/W2513554817","https://openalex.org/W2523838129","https://openalex.org/W2559038528","https://openalex.org/W2565851976","https://openalex.org/W2583383421","https://openalex.org/W2592070954","https://openalex.org/W2604319603","https://openalex.org/W2605370493","https://openalex.org/W2614392736","https://openalex.org/W2625457103","https://openalex.org/W2626817408","https://openalex.org/W2626874786","https://openalex.org/W2626991402","https://openalex.org/W2647836899","https://openalex.org/W2657126969","https://openalex.org/W2742479298","https://openalex.org/W2747329762","https://openalex.org/W2760847610","https://openalex.org/W2765315405","https://openalex.org/W2765815218","https://openalex.org/W2770398148","https://openalex.org/W2773854165","https://openalex.org/W2773919090","https://openalex.org/W2785369415","https://openalex.org/W2787752464","https://openalex.org/W2791175987","https://openalex.org/W2794478957","https://openalex.org/W2794986474","https://openalex.org/W2795127895","https://openalex.org/W2798959771","https://openalex.org/W2799229073","https://openalex.org/W2801000640","https://openalex.org/W2809188712","https://openalex.org/W2809555641","https://openalex.org/W2883030312","https://openalex.org/W2883084140","https://openalex.org/W2883283076","https://openalex.org/W2883542588","https://openalex.org/W2883899390","https://openalex.org/W2883920103","https://openalex.org/W2883929540","https://openalex.org/W2884071170","https://openalex.org/W2884617624","https://openalex.org/W2884900216","https://openalex.org/W2885527679","https://openalex.org/W2890590696","https://openalex.org/W2893585013","https://openalex.org/W2897162667","https://openalex.org/W2897303255","https://openalex.org/W2898200251","https://openalex.org/W2899749435","https://openalex.org/W2903046887","https://openalex.org/W2931092525","https://openalex.org/W2950881963","https://openalex.org/W2962790689","https://openalex.org/W2963240979","https://openalex.org/W2963387679","https://openalex.org/W2963448850","https://openalex.org/W2963577671","https://openalex.org/W2963594949","https://openalex.org/W2964119254","https://openalex.org/W2964210218","https://openalex.org/W2964267515","https://openalex.org/W3101788429","https://openalex.org/W4232418947"],"related_works":["https://openalex.org/W2104196725","https://openalex.org/W2051837050","https://openalex.org/W261562921","https://openalex.org/W166631249","https://openalex.org/W2543553956","https://openalex.org/W2154560316","https://openalex.org/W2063776575","https://openalex.org/W4230105825","https://openalex.org/W1591576069","https://openalex.org/W2105031241"],"abstract_inverted_index":{"Memory-augmented":[0],"neural":[1,27],"networks":[2,30,65,71],"are":[3,31],"getting":[4],"more":[5],"attention":[6],"from":[7,42],"many":[8],"researchers":[9],"as":[10],"they":[11],"can":[12],"make":[13],"an":[14],"inference":[15],"with":[16],"the":[17,53,60,77],"previous":[18],"history":[19],"stored":[20],"in":[21],"memory.":[22],"Especially,":[23],"among":[24],"these":[25],"memory-augmented":[26],"networks,":[28],"memory":[29,64,70],"known":[32],"for":[33],"their":[34],"huge":[35],"reasoning":[36,74],"power":[37],"and":[38],"capability":[39],"to":[40,86],"learn":[41],"a":[43],"large":[44],"number":[45],"of":[46,55,62],"inputs":[47],"rather":[48],"than":[49],"other":[50],"networks.":[51],"As":[52],"size":[54],"input":[56],"datasets":[57],"rapidly":[58],"grows,":[59],"necessity":[61],"large-scale":[63,69],"continuously":[66],"arises.":[67],"Such":[68],"provide":[72],"excellent":[73],"power;":[75],"however,":[76],"current":[78],"computer":[79],"infrastructure":[80],"cannot":[81],"achieve":[82],"scalable":[83],"performance":[84],"due":[85],"its":[87],"limited":[88],"system":[89],"architecture.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-06-27T00:00:00"}