{"id":"https://openalex.org/W2914626156","doi":"https://doi.org/10.1109/icdsp.2018.8631799","title":"Optimizing Stochastic Computing-Based FIR Filters","display_name":"Optimizing Stochastic Computing-Based FIR Filters","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2914626156","doi":"https://doi.org/10.1109/icdsp.2018.8631799","mag":"2914626156"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2018.8631799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2018.8631799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","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/A5057603846","display_name":"Kuncai Zhong","orcid":"https://orcid.org/0000-0001-5369-3283"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kuncai Zhong","raw_affiliation_strings":["University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103784020","display_name":"Meng Yang","orcid":"https://orcid.org/0009-0000-0965-2003"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Yang","raw_affiliation_strings":["University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036572182","display_name":"Weikang Qian","orcid":"https://orcid.org/0000-0002-5129-9431"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weikang Qian","raw_affiliation_strings":["University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"University of Michigan-Shanghai Jiao Tong University Joint Institute Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057603846"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.1845,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58788116,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9926999807357788,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/stochastic-computing","display_name":"Stochastic computing","score":0.9467785358428955},{"id":"https://openalex.org/keywords/finite-impulse-response","display_name":"Finite impulse response","score":0.7566091418266296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7186111211776733},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6533271074295044},{"id":"https://openalex.org/keywords/digital-filter","display_name":"Digital filter","score":0.48713013529777527},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4509628415107727},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.436513215303421},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4205884337425232},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18040257692337036}],"concepts":[{"id":"https://openalex.org/C2780971903","wikidata":"https://www.wikidata.org/wiki/Q2933705","display_name":"Stochastic computing","level":3,"score":0.9467785358428955},{"id":"https://openalex.org/C198386975","wikidata":"https://www.wikidata.org/wiki/Q117785","display_name":"Finite impulse response","level":2,"score":0.7566091418266296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7186111211776733},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6533271074295044},{"id":"https://openalex.org/C36390408","wikidata":"https://www.wikidata.org/wiki/Q1163067","display_name":"Digital filter","level":3,"score":0.48713013529777527},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4509628415107727},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.436513215303421},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4205884337425232},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18040257692337036},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsp.2018.8631799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2018.8631799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","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":10,"referenced_works":["https://openalex.org/W1989901939","https://openalex.org/W2010588734","https://openalex.org/W2031267166","https://openalex.org/W2055341514","https://openalex.org/W2065464414","https://openalex.org/W2100465945","https://openalex.org/W2296101864","https://openalex.org/W2402098947","https://openalex.org/W2518922124","https://openalex.org/W2772854332"],"related_works":["https://openalex.org/W2810377961","https://openalex.org/W2510743367","https://openalex.org/W2046083070","https://openalex.org/W1505918581","https://openalex.org/W2031512523","https://openalex.org/W2379702749","https://openalex.org/W1751484597","https://openalex.org/W2167334192","https://openalex.org/W1902114972","https://openalex.org/W3141056701"],"abstract_inverted_index":{"Stochastic":[0],"computing":[1,6],"(SC)":[2],"is":[3,17,25,63,80],"an":[4,34],"unconventional":[5],"paradigm":[7],"based":[8,81],"on":[9,12,82],"digital":[10,27],"computation":[11,144,164],"stochastic":[13,45,54,167],"bit":[14,55],"streams.":[15],"It":[16],"promising":[18],"for":[19,120],"many":[20],"applications,":[21],"one":[22],"of":[23,57,65,87,104,111,166,169],"which":[24,49],"the":[26,44,58,84,91,102,109,112,118,128,143,161],"filter":[28,41],"design.":[29],"A":[30],"previous":[31,78],"work":[32],"proposed":[33,155],"area-efficient":[35],"SC-based":[36,113],"finite":[37],"impulse":[38],"response":[39],"(FIR)":[40],"by":[42],"optimizing":[43],"number":[46,68,86],"generators":[47],"(SNGs),":[48],"are":[50],"used":[51],"to":[52,106,136,141,147],"produce":[53],"streams":[56],"desired":[59],"probabilities.":[60],"An":[61],"SNG":[62],"composed":[64],"a":[66,72],"random":[67],"source":[69],"(RNS)":[70],"and":[71,122,163],"probability":[73],"conversion":[74],"circuit":[75],"(PCC).":[76],"The":[77],"technique":[79],"reducing":[83],"total":[85],"RNSs":[88,139],"within":[89],"all":[90],"SNGs.":[92],"In":[93],"this":[94],"work,":[95],"we":[96],"exploit":[97],"two":[98],"techniques":[99],"that":[100,153],"reduce":[101,108,142],"area":[103,110,130,162],"PCCs":[105,119],"further":[107,158],"FIR":[114,170],"filters.":[115,171],"They":[116],"optimize":[117],"variable":[121],"constant":[123],"input":[124],"probabilities,":[125],"respectively.":[126],"With":[127],"PCC":[129],"significantly":[131],"reduced,":[132],"it":[133],"allows":[134],"us":[135],"add":[137],"few":[138],"back":[140],"error":[145],"due":[146],"correlation.":[148],"Our":[149],"experimental":[150],"results":[151],"showed":[152],"our":[154],"design":[156],"can":[157],"improve":[159],"both":[160],"accuracy":[165],"implementations":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}