{"id":"https://openalex.org/W3036626241","doi":"https://doi.org/10.23919/date48585.2020.9116423","title":"Fledge: Flexible Edge Platforms Enabled by In-memory Computing","display_name":"Fledge: Flexible Edge Platforms Enabled by In-memory Computing","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3036626241","doi":"https://doi.org/10.23919/date48585.2020.9116423","mag":"3036626241"},"language":"en","primary_location":{"id":"doi:10.23919/date48585.2020.9116423","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088951659","display_name":"Kamalika Datta","orcid":"https://orcid.org/0000-0003-1191-998X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kamalika Datta","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103912211","display_name":"Arko Dutt","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Arko Dutt","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071218871","display_name":"A. Hafz Zaky","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ahmed Zaky","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057201706","display_name":"Umesh Chand","orcid":"https://orcid.org/0000-0002-9302-5965"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Umesh Chand","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101599643","display_name":"Devendra Singh","orcid":"https://orcid.org/0000-0002-4062-0576"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Devendra Singh","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049887447","display_name":"Yida Li","orcid":"https://orcid.org/0000-0002-5675-582X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yida Li","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015525061","display_name":"Jackson Chun-Yang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jackson Chun-Yang Huang","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050315289","display_name":"Aaron Thean","orcid":"https://orcid.org/0000-0003-2418-6404"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Aaron Thean","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011667950","display_name":"Mohamed M. Sabry Aly","orcid":"https://orcid.org/0000-0002-8018-1264"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohamed M Sabry Aly","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5048,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89460057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1181","last_page":"1186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9997000098228455,"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/T12588","display_name":"Electronic and Structural Properties of Oxides","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.7598954439163208},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7429282069206238},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.6835277676582336},{"id":"https://openalex.org/keywords/in-memory-processing","display_name":"In-Memory Processing","score":0.6288426518440247},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5355302095413208},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5168467164039612},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5150587558746338},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4939766526222229},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46490466594696045},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.46195080876350403},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.45865297317504883},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.43888455629348755},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.43835195899009705},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4287130832672119},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4135657548904419},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34225696325302124},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.21074837446212769},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15571042895317078},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13982391357421875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.13264086842536926},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12681162357330322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12396693229675293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12362563610076904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7598954439163208},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7429282069206238},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.6835277676582336},{"id":"https://openalex.org/C123593499","wikidata":"https://www.wikidata.org/wiki/Q6008583","display_name":"In-Memory Processing","level":5,"score":0.6288426518440247},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5355302095413208},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5168467164039612},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5150587558746338},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4939766526222229},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46490466594696045},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.46195080876350403},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.45865297317504883},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.43888455629348755},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.43835195899009705},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4287130832672119},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4135657548904419},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34225696325302124},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.21074837446212769},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15571042895317078},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13982391357421875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.13264086842536926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12681162357330322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12396693229675293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12362563610076904},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date48585.2020.9116423","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1516720845","https://openalex.org/W1993385178","https://openalex.org/W2001562953","https://openalex.org/W2010044131","https://openalex.org/W2010202670","https://openalex.org/W2015513354","https://openalex.org/W2026746318","https://openalex.org/W2031468093","https://openalex.org/W2086598400","https://openalex.org/W2100074107","https://openalex.org/W2114430125","https://openalex.org/W2117464810","https://openalex.org/W2144827378","https://openalex.org/W2162279286","https://openalex.org/W2169382889","https://openalex.org/W2291718029","https://openalex.org/W2292548336","https://openalex.org/W2321611734","https://openalex.org/W2398338242","https://openalex.org/W2411874801","https://openalex.org/W2509247210","https://openalex.org/W2521286570","https://openalex.org/W2590603222","https://openalex.org/W2592713387","https://openalex.org/W2607349529","https://openalex.org/W2736591611","https://openalex.org/W2746997154","https://openalex.org/W2766463792","https://openalex.org/W2785346409","https://openalex.org/W2793085005","https://openalex.org/W2793101555","https://openalex.org/W2793404220","https://openalex.org/W2798934783","https://openalex.org/W2899231963","https://openalex.org/W2919115771","https://openalex.org/W2968300584","https://openalex.org/W2974613647","https://openalex.org/W3036229633","https://openalex.org/W4240163901","https://openalex.org/W6652940909","https://openalex.org/W6676834021","https://openalex.org/W6705165511"],"related_works":["https://openalex.org/W4386475142","https://openalex.org/W2793181810","https://openalex.org/W1967489488","https://openalex.org/W2806638311","https://openalex.org/W2893723691","https://openalex.org/W2517651798","https://openalex.org/W2785635065","https://openalex.org/W4225907024","https://openalex.org/W3137037072","https://openalex.org/W2891417865"],"abstract_inverted_index":{"The":[0],"proliferation":[1],"of":[2,14,42,66,84,101,143,168,178],"advanced":[3],"analytics":[4,31],"and":[5,57,74,116,133,141,147],"artificial":[6],"intelligence":[7],"has":[8],"been":[9],"driven":[10],"by":[11,69,112,160],"huge":[12],"volumes":[13],"data":[15,37],"that":[16,156,177],"are":[17],"mostly":[18],"generated":[19],"at":[20,104],"the":[21,48,63,82,99,105,138,149],"edge.":[22],"Simultaneously,":[23],"there":[24],"is":[25],"a":[26,108,121,165],"rising":[27],"demand":[28],"to":[29,176],"perform":[30],"on":[32,71,87,107],"edge":[33,67,106,169],"platforms":[34,44,68,170],"(i.e.,":[35],"near-sensor":[36],"analytics).":[38],"However,":[39],"conventional":[40],"architectures":[41],"such":[43],"may":[45],"not":[46],"execute":[47],"targeted":[49,145],"applications":[50],"in":[51],"an":[52],"energy-efficient":[53],"manner.":[54],"Emerging":[55],"near":[56],"in-memory":[58,102,157],"computing":[59,92,103,158],"paradigms":[60,80],"can":[61],"increase":[62],"energy":[64],"efficiency":[65],"relying":[70],"emerging":[72],"logic":[73],"memory":[75],"devices.":[76,181],"More":[77],"importantly,":[78],"these":[79],"enable":[81],"possibility":[83],"performing":[85],"computations":[86],"unconventional":[88],"platforms,":[89],"namely":[90],"flexible":[91,109,161],"systems.":[93],"In":[94],"this":[95],"paper,":[96],"we":[97,124],"explore":[98],"benefits":[100],"substrate":[110],"enabled":[111,159],"thin-film":[113],"transistors":[114],"(TFTs)":[115],"resistive":[117],"RAM":[118],"(RRAM).":[119],"As":[120],"case":[122],"study,":[123],"consider":[125],"bio-signal":[126],"processing":[127],"application":[128],"workloads,":[129],"i.e.,":[130],"compressive":[131],"sensing":[132],"anomaly":[134],"detection.":[135],"We":[136],"model":[137],"device,":[139],"circuit,":[140],"architecture":[142],"our":[144],"platform":[146],"evaluate":[148],"corresponding":[150],"system-level":[151],"performance.":[152],"Preliminary":[153],"results":[154],"indicate":[155],"electronic":[162],"devices":[163],"enables":[164],"new":[166],"class":[167],"with":[171],"lower":[172],"power":[173],"consumption,":[174],"compared":[175],"rigid":[179],"TFT":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
