{"id":"https://openalex.org/W2734679871","doi":"https://doi.org/10.1109/ijcnn.2017.7966310","title":"Convolutional sparse coding on neurosynaptic cognitive system","display_name":"Convolutional sparse coding on neurosynaptic cognitive system","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734679871","doi":"https://doi.org/10.1109/ijcnn.2017.7966310","mag":"2734679871"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5083608547","display_name":"Md Zahangir Alom","orcid":"https://orcid.org/0000-0002-2314-1207"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Zahangir Alom","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110927536","display_name":"Brian Van Essen","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Van Essen","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068423553","display_name":"Adam Moody","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam T. Moody","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009879963","display_name":"David Widemann","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Peter Widemann","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104090957","display_name":"Tarek M. Taha","orcid":null},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek M. Taha","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083608547"],"corresponding_institution_ids":["https://openalex.org/I127591826"],"apc_list":null,"apc_paid":null,"fwci":0.1433,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49629834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":null,"first_page":"3609","last_page":"3616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9991999864578247,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9962000250816345,"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/mnist-database","display_name":"MNIST database","score":0.8732471466064453},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.805418074131012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7749016284942627},{"id":"https://openalex.org/keywords/convolutional-code","display_name":"Convolutional code","score":0.7346078753471375},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7009859681129456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6546170711517334},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.6383272409439087},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.615711510181427},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6095845103263855},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5533254146575928},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5275682210922241},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4418399930000305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3238224387168884},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.2939249575138092},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2656826376914978},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19590771198272705},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.187954843044281},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08203136920928955},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08153322339057922}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8732471466064453},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.805418074131012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7749016284942627},{"id":"https://openalex.org/C157899210","wikidata":"https://www.wikidata.org/wiki/Q1395022","display_name":"Convolutional code","level":3,"score":0.7346078753471375},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7009859681129456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6546170711517334},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.6383272409439087},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.615711510181427},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6095845103263855},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5533254146575928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5275682210922241},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4418399930000305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3238224387168884},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.2939249575138092},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2656826376914978},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19590771198272705},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.187954843044281},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08203136920928955},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08153322339057922},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338286","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2029507661","https://openalex.org/W2046103274","https://openalex.org/W2060956313","https://openalex.org/W2062245945","https://openalex.org/W2065261386","https://openalex.org/W2072357061","https://openalex.org/W2094756095","https://openalex.org/W2108665656","https://openalex.org/W2112796928","https://openalex.org/W2113606819","https://openalex.org/W2117259536","https://openalex.org/W2134905716","https://openalex.org/W2138913040","https://openalex.org/W2143055991","https://openalex.org/W2155377787","https://openalex.org/W2163605009","https://openalex.org/W2314470091","https://openalex.org/W2556506018","https://openalex.org/W2919115771","https://openalex.org/W3118608800","https://openalex.org/W3123607434","https://openalex.org/W4250297470","https://openalex.org/W4297731550","https://openalex.org/W6676231525","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2950475743","https://openalex.org/W4386603768","https://openalex.org/W2886711096","https://openalex.org/W4380078352","https://openalex.org/W3137378424","https://openalex.org/W2809732489","https://openalex.org/W4287780255","https://openalex.org/W3023361272","https://openalex.org/W3102660566","https://openalex.org/W4390060806"],"abstract_inverted_index":{"Image":[0],"features":[1],"can":[2],"be":[3],"learned":[4],"and":[5,10,19,54,75,101],"subsequently":[6],"used":[7],"for":[8,96],"reconstruction":[9,28],"classification":[11],"tasks":[12],"in":[13],"the":[14,46,91,109],"fields":[15],"of":[16],"machine":[17],"learning":[18],"computer":[20],"vision.":[21],"In":[22,78],"this":[23,79,107],"work,":[24],"we":[25,81],"propose":[26],"image":[27],"using":[29],"Convolutional":[30,49],"Sparse":[31,55],"Coding":[32],"(CSC)":[33],"on":[34,73,83,90,118],"IBM's":[35],"TrueNorth":[36,94],"Neuromorphic":[37,93],"computing":[38],"system.":[39],"CSC":[40],"explicitly":[41],"models":[42],"local":[43],"interactions":[44],"through":[45,62],"convolution":[47],"operations.":[48],"kernels":[50],"define":[51],"a":[52,63],"dictionary":[53],"Feature":[56],"Maps":[57],"(SFMs)":[58],"that":[59,106],"are":[60,68],"generated":[61],"training":[64],"process.":[65],"The":[66],"images":[67],"reconstructed":[69],"with":[70],"convolutional":[71,115],"operations":[72],"SFMs":[74],"respective":[76],"kernels.":[77],"paper,":[80],"report":[82],"experimental":[84],"results":[85],"demonstrating":[86],"promising":[87],"sparse":[88,116],"reconstructions":[89],"IBM":[92],"hardware":[95],"two":[97],"different":[98],"benchmarks:":[99],"MNIST":[100],"CIFAR-10.":[102],"It":[103],"is":[104,108],"noted":[105],"first":[110],"ever":[111],"important":[112],"step":[113],"towards":[114],"coding":[117],"neuromorphic":[119],"hardware.":[120]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}