{"id":"https://openalex.org/W3005524052","doi":"https://doi.org/10.1109/asicon47005.2019.8983639","title":"Collaborative Implementation of Hardware-Oriented GBDT Compress Algorithm Based on DSP+FPGA","display_name":"Collaborative Implementation of Hardware-Oriented GBDT Compress Algorithm Based on DSP+FPGA","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3005524052","doi":"https://doi.org/10.1109/asicon47005.2019.8983639","mag":"3005524052"},"language":"en","primary_location":{"id":"doi:10.1109/asicon47005.2019.8983639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asicon47005.2019.8983639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 13th International Conference on ASIC (ASICON)","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/A5100440718","display_name":"Yafei Li","orcid":"https://orcid.org/0000-0001-8454-8097"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yafei Li","raw_affiliation_strings":["School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034840700","display_name":"Kuizhi Mei","orcid":"https://orcid.org/0000-0002-8119-3726"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuizhi Mei","raw_affiliation_strings":["School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753201","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0003-4206-9199"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060836075","display_name":"Zeng Zhang","orcid":"https://orcid.org/0000-0002-2970-156X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeng Zhang","raw_affiliation_strings":["School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050907420","display_name":"Hejie Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hejie Yu","raw_affiliation_strings":["School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University,Xi'an, No.28, West Xianning Road,China,710000","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Microelectronics, Xi'an Jiaotong University, Xi'an, No.28, West Xianning Road, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100440718"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19395951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9908000230789185,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9908000230789185,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9886000156402588,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9871000051498413,"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/computer-science","display_name":"Computer science","score":0.8400998115539551},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.8026922941207886},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5421589016914368},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.484253853559494},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4742245674133301},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46291878819465637},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4294233024120331},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4276714324951172},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3803880214691162},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2958776354789734},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.25206929445266724},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09094420075416565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8400998115539551},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.8026922941207886},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5421589016914368},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.484253853559494},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4742245674133301},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46291878819465637},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4294233024120331},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4276714324951172},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3803880214691162},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2958776354789734},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.25206929445266724},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09094420075416565}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asicon47005.2019.8983639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asicon47005.2019.8983639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 13th International Conference on ASIC (ASICON)","raw_type":"proceedings-article"},{"id":"mag:3087406445","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002250522885050","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1560380655","https://openalex.org/W1677182931","https://openalex.org/W1678356000","https://openalex.org/W1987356990","https://openalex.org/W2295598076","https://openalex.org/W2522507705","https://openalex.org/W2555759795","https://openalex.org/W2578543170","https://openalex.org/W2578674430","https://openalex.org/W2965431672","https://openalex.org/W3102476541","https://openalex.org/W4249977334","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W2913534066","https://openalex.org/W2970375204","https://openalex.org/W1876592433","https://openalex.org/W2083269738","https://openalex.org/W3108206494","https://openalex.org/W2739726746","https://openalex.org/W4242380336"],"abstract_inverted_index":{"GBDT":[0,39,66],"(Gradient":[1],"Boosting":[2],"Decision":[3],"Tree)":[4],"is":[5,27,53,91],"an":[6],"algorithm":[7,68],"that":[8],"builds":[9],"multiple":[10],"decision":[11],"trees":[12],"by":[13],"iteratively":[14],"updating.":[15],"Due":[16],"to":[17,83],"its":[18,46],"strong":[19],"generalization":[20],"ability":[21],"and":[22,35,117],"fast":[23],"operation":[24],"speed,":[25],"it":[26],"widely":[28],"used":[29],"in":[30],"the":[31,38,49,97,100],"realization":[32],"of":[33,87],"classification":[34,40,94,101,105],"regression.":[36],"However,":[37],"model":[41],"occupies":[42,109],"large":[43],"storage":[44],"resources;":[45],"application":[47],"on":[48,75],"mobile":[50],"multimedia":[51],"platform":[52],"greatly":[54],"limited.":[55],"To":[56],"solve":[57],"this":[58,76],"problem,":[59],"we":[60,78],"come":[61],"up":[62],"with":[63],"a":[64,80],"new":[65],"compression":[67],"for":[69,93],"hardware":[70,111],"implementation":[71],"[1].":[72],"And":[73],"based":[74],"algorithm,":[77],"designed":[79],"DSP+FPGA":[81],"system":[82,106],"achieve":[84],"four":[85],"classifications":[86],"six-dimensional":[88],"samples.":[89],"DSP":[90],"responsible":[92],"control,":[95],"while":[96],"FPGA":[98],"implements":[99],"calculation":[102],"process.":[103],"This":[104],"not":[107],"only":[108],"small":[110],"resources":[112],"but":[113],"also":[114],"guarantee":[115],"accuracy":[116],"speed.":[118]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}