{"id":"https://openalex.org/W2773503157","doi":"https://doi.org/10.1109/icrc.2017.8123655","title":"A Unified Hardware/Software Co-Design Framework for Neuromorphic Computing Devices and Applications","display_name":"A Unified Hardware/Software Co-Design Framework for Neuromorphic Computing Devices and Applications","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2773503157","doi":"https://doi.org/10.1109/icrc.2017.8123655","mag":"2773503157"},"language":"en","primary_location":{"id":"doi:10.1109/icrc.2017.8123655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrc.2017.8123655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Rebooting Computing (ICRC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1413621","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051321089","display_name":"James S. Plank","orcid":"https://orcid.org/0000-0002-9841-6076"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James S. Plank","raw_affiliation_strings":["EECS Department, University of Tennessee, Knoxville, TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department, University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047248181","display_name":"Garrett S. Rose","orcid":"https://orcid.org/0000-0003-3070-4087"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrett S. Rose","raw_affiliation_strings":["EECS Department, University of Tennessee, Knoxville, TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department, University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048881670","display_name":"Mark E. Dean","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark E. Dean","raw_affiliation_strings":["EECS Department, University of Tennessee, Knoxville, TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department, University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033784578","display_name":"Catherine D. Schuman","orcid":"https://orcid.org/0000-0002-4264-8097"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine D. Schuman","raw_affiliation_strings":["Computational Data Analytics, Oak Ridge National Laboratory, Oak Ridge, TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Data Analytics, Oak Ridge National Laboratory, Oak Ridge, TN","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046312510","display_name":"Nathaniel C. Cady","orcid":"https://orcid.org/0000-0003-4345-3627"},"institutions":[{"id":"https://openalex.org/I90965887","display_name":"SUNY Polytechnic Institute","ror":"https://ror.org/000fxgx19","country_code":"US","type":"education","lineage":["https://openalex.org/I90965887"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathaniel C. Cady","raw_affiliation_strings":["CNSE SUNY Polytechnic Institute, Albany, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNSE SUNY Polytechnic Institute, Albany, NY","institution_ids":["https://openalex.org/I90965887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6081,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85101067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"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":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/T10581","display_name":"Neural dynamics and brain function","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8689366579055786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7124758958816528},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6374236345291138},{"id":"https://openalex.org/keywords/co-design","display_name":"Co-design","score":0.5299692749977112},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5103556513786316},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3609427511692047},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16461896896362305},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1489466428756714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1401369869709015}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8689366579055786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7124758958816528},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6374236345291138},{"id":"https://openalex.org/C180962459","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Co-design","level":2,"score":0.5299692749977112},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5103556513786316},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3609427511692047},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16461896896362305},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1489466428756714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1401369869709015}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icrc.2017.8123655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrc.2017.8123655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Rebooting Computing (ICRC)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1413621","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1413621","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1413621","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1413621","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W47848304","https://openalex.org/W135132349","https://openalex.org/W1491544314","https://openalex.org/W1500246407","https://openalex.org/W1542981317","https://openalex.org/W1564894751","https://openalex.org/W1976342705","https://openalex.org/W1995582372","https://openalex.org/W2007529107","https://openalex.org/W2016922062","https://openalex.org/W2020676607","https://openalex.org/W2023894941","https://openalex.org/W2045614943","https://openalex.org/W2047717805","https://openalex.org/W2072357061","https://openalex.org/W2076184423","https://openalex.org/W2078869871","https://openalex.org/W2080219894","https://openalex.org/W2101091847","https://openalex.org/W2106069155","https://openalex.org/W2109371561","https://openalex.org/W2111935653","https://openalex.org/W2124290836","https://openalex.org/W2140886546","https://openalex.org/W2153041354","https://openalex.org/W2161672781","https://openalex.org/W2171658832","https://openalex.org/W2314470091","https://openalex.org/W2323986115","https://openalex.org/W2400475751","https://openalex.org/W2466978667","https://openalex.org/W2555267483","https://openalex.org/W2556125783","https://openalex.org/W2563623035","https://openalex.org/W2620342231","https://openalex.org/W2736148304","https://openalex.org/W2759001553","https://openalex.org/W2768144741","https://openalex.org/W3101658768","https://openalex.org/W3104162526","https://openalex.org/W4243469457","https://openalex.org/W4285719527","https://openalex.org/W4300223384","https://openalex.org/W6745730356"],"related_works":["https://openalex.org/W4285308918","https://openalex.org/W3031505884","https://openalex.org/W2971712727","https://openalex.org/W2951049725","https://openalex.org/W4387459935","https://openalex.org/W2908450434","https://openalex.org/W4382561696","https://openalex.org/W3015991694","https://openalex.org/W4386113307","https://openalex.org/W2895519962"],"abstract_inverted_index":{"With":[0],"the":[1,6,99,111,115,126,132],"death":[2],"of":[3,13,102,114,125],"Moore's":[4],"law,":[5],"computing":[7,18],"community":[8],"is":[9,74,135],"in":[10,84],"a":[11,30],"period":[12],"exploration,":[14,37],"focusing":[15],"on":[16,38,92,123],"novel":[17],"devices,":[19],"paradigms,":[20],"and":[21,53,104],"techniques":[22,68],"for":[23,35,48,63,88],"programming.":[24],"The":[25,71],"TENN-Lab":[26],"group":[27],"has":[28],"developed":[29],"hardware/software":[31],"co-":[32],"design":[33,72,94,116],"framework":[34,73,134],"this":[36,107],"which":[39],"we":[40,109],"perform":[41],"research":[42,127],"with":[43],"three":[44,80],"thrusts:":[45],"(1)":[46],"Devices":[47],"computing,":[49],"such":[50],"as":[51],"memristors":[52],"biomimetic":[54],"membranes.":[55],"(2)":[56],"Applications":[57],"that":[58],"employ":[59],"spiking":[60],"neural":[61],"networks":[62],"processing.":[64],"(3)":[65],"Machine":[66],"learning":[67],"to":[69,82,98,137],"program.":[70],"unified,":[75],"because":[76],"it":[77],"allows":[78],"all":[79],"thrusts":[81,128],"work":[83],"concert,":[85],"so":[86],"that,":[87],"example,":[89],"new":[90],"results":[91,101],"device":[93],"can":[95],"apply":[96],"instantly":[97],"current":[100],"applications":[103],"learning.":[105],"In":[106],"paper,":[108],"detail":[110],"interweaving":[112],"components":[113],"framework.":[117],"We":[118],"then":[119],"describe":[120],"case":[121,139],"studies":[122],"each":[124,138],"above,":[129],"highlighting":[130],"how":[131],"unified":[133],"enabling":[136],"study.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}