{"id":"https://openalex.org/W3035735819","doi":"https://doi.org/10.1109/iscas45731.2020.9180590","title":"Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking using off-the-Shelf NVM Chips","display_name":"Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking using off-the-Shelf NVM Chips","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3035735819","doi":"https://doi.org/10.1109/iscas45731.2020.9180590","mag":"3035735819"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9180590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.05696","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007153964","display_name":"Supriya Chakraborty","orcid":"https://orcid.org/0000-0001-8890-5223"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Supriya Chakraborty","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017906439","display_name":"Abhishek Gupta","orcid":"https://orcid.org/0000-0003-1117-325X"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Gupta","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008011360","display_name":"Manan Suri","orcid":"https://orcid.org/0000-0003-1417-3570"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manan Suri","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Department of Electrical Engineering Indian Institute of Technology-Delhi New Delhi India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9998999834060669,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/non-volatile-memory","display_name":"Non-volatile memory","score":0.7243859767913818},{"id":"https://openalex.org/keywords/magnetoresistive-random-access-memory","display_name":"Magnetoresistive random-access memory","score":0.6426041722297668},{"id":"https://openalex.org/keywords/ferroelectric-ram","display_name":"Ferroelectric RAM","score":0.6152533292770386},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.5882988572120667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792886018753052},{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.5625140070915222},{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.5028693079948425},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.4990859031677246},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4870167374610901},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.45065754652023315},{"id":"https://openalex.org/keywords/flash-memory","display_name":"Flash memory","score":0.4353955388069153},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.35200557112693787},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.2489558458328247},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1542801856994629},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15400883555412292},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08824360370635986},{"id":"https://openalex.org/keywords/capacitor","display_name":"Capacitor","score":0.06510648131370544}],"concepts":[{"id":"https://openalex.org/C177950962","wikidata":"https://www.wikidata.org/wiki/Q10997658","display_name":"Non-volatile memory","level":2,"score":0.7243859767913818},{"id":"https://openalex.org/C46891859","wikidata":"https://www.wikidata.org/wiki/Q1061546","display_name":"Magnetoresistive random-access memory","level":3,"score":0.6426041722297668},{"id":"https://openalex.org/C161164327","wikidata":"https://www.wikidata.org/wiki/Q703656","display_name":"Ferroelectric RAM","level":4,"score":0.6152533292770386},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.5882988572120667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792886018753052},{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.5625140070915222},{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.5028693079948425},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.4990859031677246},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4870167374610901},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.45065754652023315},{"id":"https://openalex.org/C2776531357","wikidata":"https://www.wikidata.org/wiki/Q174077","display_name":"Flash memory","level":2,"score":0.4353955388069153},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.35200557112693787},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.2489558458328247},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1542801856994629},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15400883555412292},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08824360370635986},{"id":"https://openalex.org/C52192207","wikidata":"https://www.wikidata.org/wiki/Q5322","display_name":"Capacitor","level":3,"score":0.06510648131370544},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iscas45731.2020.9180590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2006.05696","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.05696","pdf_url":"https://arxiv.org/pdf/2006.05696","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3035735819","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2006.05696v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2006.05696","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.05696","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2006.05696","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.05696","pdf_url":"https://arxiv.org/pdf/2006.05696","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035735819.pdf","grobid_xml":"https://content.openalex.org/works/W3035735819.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1490180010","https://openalex.org/W1969562914","https://openalex.org/W2010202670","https://openalex.org/W2031002470","https://openalex.org/W2101219632","https://openalex.org/W2114639336","https://openalex.org/W2118902385","https://openalex.org/W2128767249","https://openalex.org/W2144091039","https://openalex.org/W2146245483","https://openalex.org/W2146715387","https://openalex.org/W2171888576","https://openalex.org/W2181570267","https://openalex.org/W2317695466","https://openalex.org/W2340593069","https://openalex.org/W2487018225","https://openalex.org/W2612257294","https://openalex.org/W2621956596","https://openalex.org/W2744811871","https://openalex.org/W2761505271","https://openalex.org/W2790902653","https://openalex.org/W2796278613","https://openalex.org/W6638947222"],"related_works":["https://openalex.org/W3091420403","https://openalex.org/W2910097474","https://openalex.org/W1964643833","https://openalex.org/W2433248078","https://openalex.org/W2888749822","https://openalex.org/W2020889018","https://openalex.org/W2065725841","https://openalex.org/W2075960179","https://openalex.org/W2078729371","https://openalex.org/W2532873393","https://openalex.org/W2096777198","https://openalex.org/W1978919276","https://openalex.org/W3198047190","https://openalex.org/W2767153251","https://openalex.org/W2743185478","https://openalex.org/W2952712926","https://openalex.org/W3040306552","https://openalex.org/W3033826949","https://openalex.org/W2799243480","https://openalex.org/W2090032487"],"abstract_inverted_index":{"In":[0,19],"this":[1],"paper,":[2],"we":[3,21],"present":[4,22],"a":[5,67],"unified":[6],"FPGA":[7,60],"based":[8,61],"electrical":[9,24],"test-bench":[10],"for":[11,66,88],"characterizing":[12],"different":[13],"emerging":[14,77],"NonVolatile":[15],"Memory":[16],"(NVM)":[17],"chips.":[18],"particular,":[20],"detailed":[23],"characterization":[25],"and":[26,39,54,85],"benchmarking":[27],"of":[28],"multiple":[29],"commercially":[30],"available,":[31],"off-the-shelf,":[32],"NVM":[33,44,78],"chips":[34,79],"viz.:":[35],"MRAM,":[36],"FeRAM,":[37],"CBRAM,":[38],"ReRAM.":[40],"We":[41],"investigate":[42],"important":[43],"parameters":[45],"such":[46],"as:":[47],"(i)":[48],"current":[49],"consumption":[50],"patterns,":[51],"(ii)":[52],"endurance,":[53],"(iii)":[55],"error":[56],"characterization.":[57],"The":[58],"proposed":[59],"testbench":[62],"is":[63],"then":[64],"utilized":[65],"Proof-of-Concept":[68],"(PoC)":[69],"Neural":[70],"Network":[71],"(NN)":[72],"image":[73],"classification":[74],"application.":[75],"Four":[76],"are":[80],"benchmarked":[81],"against":[82],"standard":[83],"SRAM":[84],"Flash":[86],"technology":[87],"the":[89],"AI":[90],"application":[91],"as":[92],"active":[93],"weight":[94],"memory":[95],"during":[96],"inference":[97],"mode.":[98]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
