{"id":"https://openalex.org/W4388721986","doi":"https://doi.org/10.1088/2632-2153/ad0d12","title":"Exploring machine learning to hardware implementations for large data rate x-ray instrumentation","display_name":"Exploring machine learning to hardware implementations for large data rate x-ray instrumentation","publication_year":2023,"publication_date":"2023-11-16","ids":{"openalex":"https://openalex.org/W4388721986","doi":"https://doi.org/10.1088/2632-2153/ad0d12"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/ad0d12","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad0d12","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad0d12/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad0d12/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021903563","display_name":"Mohammad Mehdi Rahimifar","orcid":"https://orcid.org/0000-0002-6582-8322"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohammad Mehdi Rahimifar","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":"https://orcid.org/0000-0002-6582-8322","affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093272923","display_name":"Quentin Wingering","orcid":"https://orcid.org/0009-0007-6301-8450"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Quentin Wingering","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":"https://orcid.org/0009-0007-6301-8450","affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111092088","display_name":"Berthi\u00e9 Gouin-Ferland","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Berthi\u00e9 Gouin-Ferland","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108316899","display_name":"Hamza Ezzaoui Rahali","orcid":"https://orcid.org/0000-0002-0352-725X"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamza Ezzaoui Rahali","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113047956","display_name":"Charles-\u00c9tienne Granger","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Charles-\u00c9tienne Granger","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090286050","display_name":"Audrey Corbeil Therrien","orcid":"https://orcid.org/0000-0001-6698-8400"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Audrey C Therrien","raw_affiliation_strings":["Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Universit\u00e9 de Sherbrooke Institut Interdisciplinaire D'innovation Technologique 3IT, 3000 Bd de l'Universit\u00e9 Immeuble P2, Sherbrooke, Quebec, J1K 0A5, CANADA","institution_ids":["https://openalex.org/I135117807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021903563"],"corresponding_institution_ids":["https://openalex.org/I135117807"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":0.8749,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76240676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"4","issue":"4","first_page":"045035","last_page":"045035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7688306570053101},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.698040246963501},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6355865001678467},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.5357751846313477},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.49363601207733154},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.48504775762557983},{"id":"https://openalex.org/keywords/digital-electronics","display_name":"Digital electronics","score":0.48107004165649414},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4751691222190857},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.44563838839530945},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.44384145736694336},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43345212936401367},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4326501786708832},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.42783811688423157},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42147740721702576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3042290210723877},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2200830578804016},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12642768025398254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09087756276130676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688306570053101},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.698040246963501},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6355865001678467},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5357751846313477},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.49363601207733154},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48504775762557983},{"id":"https://openalex.org/C81843906","wikidata":"https://www.wikidata.org/wiki/Q173156","display_name":"Digital electronics","level":3,"score":0.48107004165649414},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4751691222190857},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.44563838839530945},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.44384145736694336},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43345212936401367},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4326501786708832},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.42783811688423157},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42147740721702576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3042290210723877},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2200830578804016},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12642768025398254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09087756276130676},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2632-2153/ad0d12","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad0d12","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad0d12/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:77c10f759f1d4aa38cb5bf8432734ad4","is_oa":true,"landing_page_url":"https://doaj.org/article/77c10f759f1d4aa38cb5bf8432734ad4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 4, Iss 4, p 045035 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/ad0d12","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad0d12","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad0d12/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388721986.pdf"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W1993555094","https://openalex.org/W2343695530","https://openalex.org/W2513568085","https://openalex.org/W2616014673","https://openalex.org/W2616881124","https://openalex.org/W2727238169","https://openalex.org/W2759398875","https://openalex.org/W2790709987","https://openalex.org/W2792503273","https://openalex.org/W2794701775","https://openalex.org/W2798084934","https://openalex.org/W2800690434","https://openalex.org/W2827334269","https://openalex.org/W2891946740","https://openalex.org/W2896983500","https://openalex.org/W2915771847","https://openalex.org/W2919180742","https://openalex.org/W2950996331","https://openalex.org/W2953738034","https://openalex.org/W2954451655","https://openalex.org/W2997139142","https://openalex.org/W3011509423","https://openalex.org/W3016202446","https://openalex.org/W3100638618","https://openalex.org/W3100813974","https://openalex.org/W3101493857","https://openalex.org/W3104395752","https://openalex.org/W3106130909","https://openalex.org/W3115182454","https://openalex.org/W3118880970","https://openalex.org/W3119962849","https://openalex.org/W3152271737","https://openalex.org/W3152779490","https://openalex.org/W3166991719","https://openalex.org/W3175799302","https://openalex.org/W3211485653","https://openalex.org/W4200413004","https://openalex.org/W4212803703","https://openalex.org/W4220757213","https://openalex.org/W4220837296","https://openalex.org/W4224265992","https://openalex.org/W4225916849","https://openalex.org/W4243967913","https://openalex.org/W4283445976","https://openalex.org/W4284712851","https://openalex.org/W4289753845","https://openalex.org/W4292121622","https://openalex.org/W4304080345","https://openalex.org/W4307023551","https://openalex.org/W4321160224","https://openalex.org/W4322763382","https://openalex.org/W4377295722","https://openalex.org/W4388010227","https://openalex.org/W4391267844","https://openalex.org/W6725636423","https://openalex.org/W6740082870","https://openalex.org/W6744654498","https://openalex.org/W6749734045","https://openalex.org/W6752453665","https://openalex.org/W6753834191","https://openalex.org/W6755442897","https://openalex.org/W6772301598","https://openalex.org/W6772581511","https://openalex.org/W6785501948","https://openalex.org/W6786119362","https://openalex.org/W6787634218","https://openalex.org/W6795821284","https://openalex.org/W6803138017","https://openalex.org/W6804676284","https://openalex.org/W6810057929","https://openalex.org/W6810341952","https://openalex.org/W6838877803","https://openalex.org/W6849480195","https://openalex.org/W6861457174"],"related_works":["https://openalex.org/W2083426344","https://openalex.org/W95651076","https://openalex.org/W2471648397","https://openalex.org/W2770163697","https://openalex.org/W2071834334","https://openalex.org/W2110521006","https://openalex.org/W2139492631","https://openalex.org/W2016076352","https://openalex.org/W4320915609","https://openalex.org/W1592696310"],"abstract_inverted_index":{"Abstract":[0],"Over":[1],"the":[2,33,41,44,47,64,106,118,123,137],"past":[3],"decade,":[4],"innovations":[5],"in":[6,85],"radiation":[7],"and":[8,18,46,93,101,111,155,163,167,178],"photonic":[9],"detectors":[10],"considerably":[11],"improved":[12],"their":[13,160],"resolution,":[14],"pixel":[15],"density,":[16],"sensitivity,":[17],"sampling":[19],"rate,":[20],"which":[21,97],"all":[22],"contribute":[23],"to":[24,59,71,114,128,133],"increased":[25],"data":[26,31,116],"generation":[27],"rates.":[28],"This":[29,120],"huge":[30],"increases":[32],"amount":[34],"of":[35,108,150,165],"storage":[36,48],"required,":[37],"as":[38,40,89],"well":[39],"cabling":[42],"between":[43,76],"source":[45],"units.":[49],"To":[50],"overcome":[51],"this":[52],"problem,":[53],"edge":[54,109],"machine":[55,67],"learning":[56,68],"(EdgeML)":[57],"proposes":[58],"move":[60],"computation":[61],"units":[62],"near":[63,117,136],"detectors,":[65],"utilizing":[66],"(ML)":[69],"models":[70,113],"emulate":[72],"non-linear":[73],"mathematical":[74],"relationships":[75],"detector\u2019s":[77],"output":[78],"data.":[79],"ML":[80,112,131],"algorithms":[81,132],"can":[82],"be":[83],"implemented":[84],"digital":[86,134],"circuits,":[87],"such":[88],"application-specific":[90],"integrated":[91],"circuits":[92,135],"field-programmable":[94],"gate":[95],"arrays,":[96],"support":[98],"both":[99,105],"parallelization":[100],"pipelining.":[102],"EdgeML":[103],"has":[104],"benefits":[107],"computing":[110],"compress":[115],"detectors.":[119],"paper":[121],"explores":[122],"currently":[124],"available":[125],"tool-flows":[126,144],"designed":[127],"translate":[129],"software":[130],"edge.":[138],"The":[139],"main":[140],"focus":[141],"is":[142],"on":[143],"that":[145],"provide":[146],"a":[147],"diverse":[148],"range":[149],"supported":[151],"models,":[152],"optimization":[153],"techniques,":[154],"compression":[156],"methods.":[157],"We":[158],"compare":[159,168],"accessibility,":[161],"performance,":[162],"ease":[164],"use,":[166],"them":[169],"for":[170],"two":[171],"high":[172],"data-rate":[173],"instrumentation":[174],"applications:":[175],"(1)":[176],"CookieBox,":[177],"(2)":[179],"billion-pixel":[180],"camera.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
