{"id":"https://openalex.org/W4396949703","doi":"https://doi.org/10.1109/isqed60706.2024.10528708","title":"EASI-CiM: Event-driven Asynchronous Stream-based Image classifier with Compute-in-Memory kernels","display_name":"EASI-CiM: Event-driven Asynchronous Stream-based Image classifier with Compute-in-Memory kernels","publication_year":2024,"publication_date":"2024-04-03","ids":{"openalex":"https://openalex.org/W4396949703","doi":"https://doi.org/10.1109/isqed60706.2024.10528708"},"language":"en","primary_location":{"id":"doi:10.1109/isqed60706.2024.10528708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed60706.2024.10528708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Symposium on Quality Electronic Design (ISQED)","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/A5102665831","display_name":"R. Sreekumar","orcid":null},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Sreekumar","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069863781","display_name":"Minseong Park","orcid":"https://orcid.org/0000-0002-2696-820X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minseong Park","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003245934","display_name":"Mohammad Nazmus Sakib","orcid":"https://orcid.org/0000-0002-5527-0089"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M N Sakib","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078522922","display_name":"Bhupendra Singh Reniwal","orcid":"https://orcid.org/0000-0002-9814-3581"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhupendra S. Reniwal","raw_affiliation_strings":["IITJ,Department of Electrical Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IITJ,Department of Electrical Engineering","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054502235","display_name":"Kyusang Lee","orcid":"https://orcid.org/0000-0001-7123-3395"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyusang Lee","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068766978","display_name":"Mircea R. Stan","orcid":"https://orcid.org/0000-0003-0577-9976"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mircea R. Stan","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8542,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80456599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.9957000017166138,"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/T12676","display_name":"Machine Learning and ELM","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7867791652679443},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7800454497337341},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5710790157318115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.550310492515564},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4048486351966858},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3833371698856354},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33489230275154114},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10600221157073975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867791652679443},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7800454497337341},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5710790157318115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550310492515564},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4048486351966858},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3833371698856354},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33489230275154114},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10600221157073975}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed60706.2024.10528708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed60706.2024.10528708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1578783943","https://openalex.org/W2233909155","https://openalex.org/W2296101864","https://openalex.org/W2334364695","https://openalex.org/W2518281301","https://openalex.org/W2894696827","https://openalex.org/W2913917727","https://openalex.org/W2943313495","https://openalex.org/W2966086598","https://openalex.org/W3000505821","https://openalex.org/W3133578396","https://openalex.org/W3213610062","https://openalex.org/W4206303674","https://openalex.org/W4212771617"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2122502560"],"abstract_inverted_index":{"An":[0],"accelerated":[1,69],"need":[2],"to":[3,15,67,129],"process":[4],"information":[5,101],"and":[6,33,38,63,100,112,155,165],"abstract":[7],"features":[8],"at":[9,58,70],"the":[10,49,75,82,105,109,116,120,132,140],"edge":[11],"is":[12,79,102,153],"pushing":[13],"researchers":[14],"rethink":[16],"how":[17],"architectures":[18],"can":[19],"accelerate":[20],"these":[21,147],"workloads.":[22],"Conventional":[23],"design":[24],"trade-offs":[25],"for":[26,65],"such":[27],"accelerators":[28],"are":[29],"either":[30],"between":[31,36,163],"performance":[32,57],"accuracy":[34,61,172],"or":[35],"energy":[37,50,161],"accuracy.":[39],"In":[40],"this":[41],"work,":[42],"we":[43,91],"propose":[44],"a":[45,54,59,93,159],"novel":[46],"architecture":[47],"where":[48],"efficiency":[51,162],"varies":[52],"as":[53],"function":[55],"of":[56,84,115,122,135,142,173],"given":[60],"level":[62],"allows":[64,127],"workloads":[66],"be":[68],"varying":[71],"degrees":[72],"based":[73,138],"on":[74,139],"available":[76],"energy.":[77],"This":[78],"achieved":[80],"through":[81],"utilization":[83],"Asynchronous":[85],"Stochastic":[86],"Computing":[87],"(ASC)":[88],"principles,":[89],"wherein":[90],"implement":[92],"truly":[94],"clockless,":[95],"asynchronous":[96],"stream-based":[97],"computing":[98],"paradigm,":[99],"encoded":[103],"in":[104],"time":[106],"domain":[107],"within":[108],"instantaneous":[110],"frequency":[111],"duty":[113],"cycle":[114],"stream.":[117],"We":[118],"introduce":[119],"concept":[121],"stimulus-driven":[123],"workload":[124],"execution,":[125],"which":[126],"us":[128],"dynamically":[130],"alter":[131],"computational":[133],"rate":[134],"an":[136,149,170],"accelerator":[137],"presence":[141],"actionable":[143],"information.":[144],"To":[145],"validate":[146],"concepts,":[148],"event-driven":[150],"image":[151],"classifier":[152],"designed,":[154],"our":[156],"evaluation":[157],"demonstrates":[158],"scalable":[160],"81.54":[164],"247.08":[166],"TOPS/W":[167],"while":[168],"maintaining":[169],"average":[171],"98.60%.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}