{"id":"https://openalex.org/W3045949243","doi":"https://doi.org/10.1145/3407197.3407619","title":"NCPower: Power Modelling for NVM-based Neuromorphic Chip","display_name":"NCPower: Power Modelling for NVM-based Neuromorphic Chip","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3045949243","doi":"https://doi.org/10.1145/3407197.3407619","mag":"3045949243"},"language":"en","primary_location":{"id":"doi:10.1145/3407197.3407619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407197.3407619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2020","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/A5101482096","display_name":"Zhehui Wang","orcid":"https://orcid.org/0000-0002-7139-724X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhehui Wang","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR)"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR)","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009388005","display_name":"Huaipeng Zhang","orcid":"https://orcid.org/0000-0001-6551-3067"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huaipeng Zhang","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR)"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR)","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630043","display_name":"Tao Luo","orcid":"https://orcid.org/0000-0002-3415-3676"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tao Luo","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023989495","display_name":"Weng\u2010Fai Wong","orcid":"https://orcid.org/0000-0002-4281-2053"},"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":"Weng-Fai Wong","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101615706","display_name":"Anh Tuan","orcid":"https://orcid.org/0000-0002-8320-6818"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anh Tuan Do","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR)"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR)","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057462989","display_name":"Vishnu Paramasivam","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Paramasivam Vishnu","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR)"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR)","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061515087","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-7622-6714"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001599295","display_name":"Rick Siow Mong Goh","orcid":"https://orcid.org/0000-0001-9116-1595"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rick Siow Mong Goh","raw_affiliation_strings":["Agency for Science Technology and Research (ASTAR)"],"affiliations":[{"raw_affiliation_string":"Agency for Science Technology and Research (ASTAR)","institution_ids":["https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101482096"],"corresponding_institution_ids":["https://openalex.org/I115228651"],"apc_list":null,"apc_paid":null,"fwci":0.52,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65030991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9987000226974487,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9958999752998352,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9818223714828491},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7697155475616455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7209474444389343},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6592442989349365},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6104899644851685},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.588530957698822},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.50432288646698},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5041126012802124},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4959000051021576},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.4832054376602173},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4604538083076477},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4513520300388336},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.42347434163093567},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39353546500205994},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.362795889377594},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3063162565231323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2470128834247589},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1287541687488556},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12786689400672913},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08414831757545471}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9818223714828491},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7697155475616455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209474444389343},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6592442989349365},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6104899644851685},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.588530957698822},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.50432288646698},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5041126012802124},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4959000051021576},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.4832054376602173},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4604538083076477},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4513520300388336},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.42347434163093567},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39353546500205994},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.362795889377594},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3063162565231323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2470128834247589},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1287541687488556},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12786689400672913},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08414831757545471},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3407197.3407619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407197.3407619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2020","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ust.hk:1783.1-105773","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85091517466&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1985582301","https://openalex.org/W2010202670","https://openalex.org/W2024894333","https://openalex.org/W2064384291","https://openalex.org/W2087748124","https://openalex.org/W2096069978","https://openalex.org/W2157225945","https://openalex.org/W2170382128","https://openalex.org/W2293423139","https://openalex.org/W2308620586","https://openalex.org/W2314470091","https://openalex.org/W2346273869","https://openalex.org/W2550144699","https://openalex.org/W2620342231","https://openalex.org/W2769049661","https://openalex.org/W2771279066","https://openalex.org/W2912495531","https://openalex.org/W2924773594","https://openalex.org/W2987103472","https://openalex.org/W4237346011"],"related_works":["https://openalex.org/W4313484726","https://openalex.org/W2954378401","https://openalex.org/W3131048845","https://openalex.org/W3038044676","https://openalex.org/W4308575307","https://openalex.org/W2793924511","https://openalex.org/W2616898560","https://openalex.org/W1779347319","https://openalex.org/W3014778070","https://openalex.org/W4287822961"],"abstract_inverted_index":{"Spiking":[0],"neural":[1],"networks":[2],"(SNN)":[3],"on":[4,116],"non-volatile":[5],"memory":[6],"(NVM)":[7],"based":[8,115,152,158],"neuromorphic":[9,87,108,132],"computing":[10,88],"(NC)":[11],"chips":[12],"have":[13],"been":[14],"regarded":[15],"as":[16,25],"a":[17,68,77,138],"promising":[18],"solution":[19],"in":[20,137],"power":[21,38,56,73,83,94],"constrained":[22],"scenarios,":[23],"such":[24,86],"Internet":[26],"of":[27,40,52,63,81,147],"Things":[28],"(IoT),":[29],"due":[30,43],"to":[31,44],"its":[32],"low":[33,55,72,93],"energy":[34,103,145,168],"consumption.":[35],"The":[36],"high":[37],"efficiency":[39,169],"NC":[41,53],"is":[42,90],"various":[45],"aspects":[46],"including":[47],"the":[48,59,82,124,142,149,155,163,171,178],"non-von":[49],"Neumann":[50],"architecture":[51],"chip,":[54],"NVM,":[57],"and":[58,66,119,140,144,154],"event":[60],"driven":[61],"computation":[62],"SNN":[64,153],"etc.,":[65],"introduces":[67],"large":[69],"space":[70],"for":[71,85,92,106],"design":[74],"exploration.":[75],"Therefore,":[76],"comprehensive":[78],"quantitative":[79],"study":[80],"modelling":[84],"system":[89],"important":[91],"design.":[95],"In":[96],"this":[97],"work,":[98],"we":[99],"propose":[100],"NCPower,":[101],"an":[102],"consumption":[104,146],"estimator":[105],"NVM-based":[107],"chip.":[109],"We":[110,134],"systemically":[111],"developed":[112],"analytical":[113,125],"models":[114],"physical":[117],"laws,":[118],"verify":[120],"them":[121],"by":[122],"comparing":[123],"results":[126,129],"with":[127,174],"measurement":[128],"from":[130],"different":[131],"chips.":[133],"integrated":[135],"NCPower":[136],"simulator,":[139],"analyzed":[141],"accuracy":[143,176],"both":[148],"traditional":[150],"multi-spike":[151,172],"new":[156],"single-spike":[157,164],"SNN.":[159],"It":[160],"shows":[161],"that":[162],"model":[165],"has":[166],"7X":[167],"over":[170],"model,":[173],"similar":[175],"under":[177],"CIFAR-10":[179],"dataset.":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
