{"id":"https://openalex.org/W3105385999","doi":"https://doi.org/10.1007/s11265-020-01606-2","title":"Efficient Design of Pruned Convolutional Neural Networks on FPGA","display_name":"Efficient Design of Pruned Convolutional Neural Networks on FPGA","publication_year":2020,"publication_date":"2020-11-14","ids":{"openalex":"https://openalex.org/W3105385999","doi":"https://doi.org/10.1007/s11265-020-01606-2","mag":"3105385999"},"language":"en","primary_location":{"id":"doi:10.1007/s11265-020-01606-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11265-020-01606-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11265-020-01606-2.pdf","source":{"id":"https://openalex.org/S11258463","display_name":"Journal of Signal Processing Systems","issn_l":"1939-8018","issn":["1939-8018","1939-8115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Signal Processing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11265-020-01606-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003178960","display_name":"M\u00e1rio V\u00e9stias","orcid":"https://orcid.org/0000-0001-8556-4507"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"M\u00e1rio V\u00e9stias","raw_affiliation_strings":["INESC-ID, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I121345201"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003178960"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I203847022"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.8833,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77149062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"93","issue":"5","first_page":"531","last_page":"544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9979000091552734,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.8607248067855835},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.716895580291748},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7057404518127441},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6276142597198486},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6186407208442688},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6023800373077393},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5151821374893188},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5034453272819519},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49794745445251465},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.49246343970298767},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.49143660068511963},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.42878222465515137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42320311069488525},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3931303918361664},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.362568199634552},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34495681524276733},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3312893807888031},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11288914084434509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8607248067855835},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.716895580291748},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7057404518127441},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6276142597198486},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6186407208442688},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6023800373077393},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5151821374893188},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5034453272819519},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49794745445251465},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.49246343970298767},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.49143660068511963},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.42878222465515137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42320311069488525},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3931303918361664},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.362568199634552},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34495681524276733},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3312893807888031},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11288914084434509},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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":2,"locations":[{"id":"doi:10.1007/s11265-020-01606-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11265-020-01606-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11265-020-01606-2.pdf","source":{"id":"https://openalex.org/S11258463","display_name":"Journal of Signal Processing Systems","issn_l":"1939-8018","issn":["1939-8018","1939-8115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Signal Processing Systems","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.ipl.pt:10400.21/12388","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.21/12388","pdf_url":null,"source":{"id":"https://openalex.org/S4306400761","display_name":"Reposit\u00f3rio Cient\u00edfico do Instituto Polit\u00e9cnico de Lisboa (Instituto Polit\u00e9cnico de Lisboa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I203847022","host_organization_name":"Instituto Polit\u00e9cnico de Lisboa","host_organization_lineage":["https://openalex.org/I203847022"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1007/s11265-020-01606-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11265-020-01606-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11265-020-01606-2.pdf","source":{"id":"https://openalex.org/S11258463","display_name":"Journal of Signal Processing Systems","issn_l":"1939-8018","issn":["1939-8018","1939-8115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Signal Processing Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2441341484","display_name":null,"funder_award_id":"UIDB/50021/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3272457656","display_name":null,"funder_award_id":"UIDB/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3105385999.pdf","grobid_xml":"https://content.openalex.org/works/W3105385999.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2009832130","https://openalex.org/W2048266589","https://openalex.org/W2094756095","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2119144962","https://openalex.org/W2141504882","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2276486856","https://openalex.org/W2294282016","https://openalex.org/W2337344472","https://openalex.org/W2396572963","https://openalex.org/W2404540148","https://openalex.org/W2466675884","https://openalex.org/W2516141709","https://openalex.org/W2562773490","https://openalex.org/W2565125333","https://openalex.org/W2565305208","https://openalex.org/W2565851976","https://openalex.org/W2583383421","https://openalex.org/W2616014673","https://openalex.org/W2623629680","https://openalex.org/W2625457103","https://openalex.org/W2657126969","https://openalex.org/W2737762472","https://openalex.org/W2793950911","https://openalex.org/W2810861508","https://openalex.org/W2883927138","https://openalex.org/W2887782013","https://openalex.org/W2897800076","https://openalex.org/W2906207018","https://openalex.org/W2918817571","https://openalex.org/W2919512338","https://openalex.org/W2930406811","https://openalex.org/W2931006256","https://openalex.org/W2948829492","https://openalex.org/W2949619037","https://openalex.org/W2950656546","https://openalex.org/W2962835968","https://openalex.org/W2982465110","https://openalex.org/W2988454569","https://openalex.org/W2997828269","https://openalex.org/W3000381096","https://openalex.org/W3004171485","https://openalex.org/W3006260787","https://openalex.org/W3013577575","https://openalex.org/W3021685836","https://openalex.org/W3025045095","https://openalex.org/W3028015399","https://openalex.org/W3034939442","https://openalex.org/W3082936154","https://openalex.org/W3102169921","https://openalex.org/W4236868170","https://openalex.org/W4240168186","https://openalex.org/W4242577057","https://openalex.org/W4244330903","https://openalex.org/W4249932213","https://openalex.org/W4251575795"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}