{"id":"https://openalex.org/W4387682299","doi":"https://doi.org/10.1109/access.2023.3324877","title":"A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding","display_name":"A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387682299","doi":"https://doi.org/10.1109/access.2023.3324877"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3324877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3324877","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10286018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10286018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090366715","display_name":"Cl\u00e9mence Gillet","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9mence Gillet","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032494774","display_name":"Adrien F. Vincent","orcid":"https://orcid.org/0000-0002-9770-4236"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrien F. Vincent","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France"],"raw_orcid":"https://orcid.org/0000-0002-9770-4236","affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079950326","display_name":"Bertrand Le Gal","orcid":"https://orcid.org/0000-0003-2269-8756"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Le Gal","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France"],"raw_orcid":"https://orcid.org/0000-0003-2269-8756","affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010746669","display_name":"Sylvain Sa\u00efghi","orcid":"https://orcid.org/0000-0002-1414-2523"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Sa\u00efghi","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France"],"raw_orcid":"https://orcid.org/0000-0002-1414-2523","affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":2204,"currency":"EUR","value_usd":2377},"fwci":0.1659,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41472895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"120654","last_page":"120665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12236","display_name":"Photoreceptor and optogenetics research","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.871752142906189},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8554344177246094},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7358400225639343},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6978923082351685},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6182900667190552},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5325305461883545},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5086851716041565},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.451585590839386},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.44606509804725647},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.44227632880210876},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4320109784603119},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41619962453842163},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.414919912815094},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3816578984260559},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.35417672991752625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2472935914993286},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0834692120552063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.871752142906189},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8554344177246094},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7358400225639343},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6978923082351685},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6182900667190552},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5325305461883545},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5086851716041565},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.451585590839386},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.44606509804725647},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.44227632880210876},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4320109784603119},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41619962453842163},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.414919912815094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3816578984260559},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.35417672991752625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2472935914993286},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0834692120552063},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3324877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3324877","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10286018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04406432v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04406432","pdf_url":"https://hal.science/hal-04406432v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2023, 11, pp.120654-120665. &#x27E8;10.1109/ACCESS.2023.3324877&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:0de104579a714d9581c7c8d5c4c6fc0b","is_oa":true,"landing_page_url":"https://doaj.org/article/0de104579a714d9581c7c8d5c4c6fc0b","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":"IEEE Access, Vol 11, Pp 120654-120665 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3324877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3324877","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10286018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2785182107","display_name":"Green Artificial Intelligence","funder_award_id":"ANR-19-CHIA-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3010527862","display_name":null,"funder_award_id":"ANR\u201019","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387682299.pdf","grobid_xml":"https://content.openalex.org/works/W4387682299.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1985940938","https://openalex.org/W2006370340","https://openalex.org/W2009345848","https://openalex.org/W2016574277","https://openalex.org/W2033379120","https://openalex.org/W2036952945","https://openalex.org/W2071007053","https://openalex.org/W2076964542","https://openalex.org/W2087861759","https://openalex.org/W2094998159","https://openalex.org/W2128885856","https://openalex.org/W2147101007","https://openalex.org/W2151381128","https://openalex.org/W2164653071","https://openalex.org/W2171318521","https://openalex.org/W2294132199","https://openalex.org/W2547346556","https://openalex.org/W2554302513","https://openalex.org/W2604319603","https://openalex.org/W2745933219","https://openalex.org/W2783525259","https://openalex.org/W2793950911","https://openalex.org/W2807457908","https://openalex.org/W2891946740","https://openalex.org/W2893813411","https://openalex.org/W2901210369","https://openalex.org/W2908199053","https://openalex.org/W2919115771","https://openalex.org/W2919634026","https://openalex.org/W2920926741","https://openalex.org/W2922002199","https://openalex.org/W2953235111","https://openalex.org/W2963588827","https://openalex.org/W2969331319","https://openalex.org/W3082274886","https://openalex.org/W3103266921","https://openalex.org/W3109931032","https://openalex.org/W3128633047","https://openalex.org/W4214775604","https://openalex.org/W4287828539","https://openalex.org/W4292794775","https://openalex.org/W4367164444","https://openalex.org/W6753770798","https://openalex.org/W6774302960","https://openalex.org/W6790428460"],"related_works":["https://openalex.org/W3023169329","https://openalex.org/W4389470870","https://openalex.org/W2782165897","https://openalex.org/W1582950852","https://openalex.org/W2542565870","https://openalex.org/W4300438041","https://openalex.org/W2054104202","https://openalex.org/W2761254753","https://openalex.org/W1024825291","https://openalex.org/W3089892344"],"abstract_inverted_index":{"Spiking":[0],"Neural":[1],"Networks":[2],"(SNNs)":[3],"are":[4,25],"promising":[5],"candidates":[6],"for":[7,30,78],"low-power":[8],"and":[9,82,103,120,140,146,163],"low-latency":[10],"embedded":[11],"artificial":[12],"intelligence.":[13],"However,":[14,56],"those":[15],"networks":[16],"require":[17],"event-based":[18],"data":[19,40],"produced":[20],"by":[21,127],"neuromorphic":[22,36,161],"sensors":[23,50,162],"which":[24],"not":[26],"widely":[27],"available,":[28],"except":[29],"a":[31,42,74],"few":[32],"specialized":[33],"devices":[34],"like":[35],"retinas.":[37],"For":[38],"other":[39],"types,":[41],"solution":[43,62,107],"lies":[44],"in":[45,51,59,92],"the":[46,93,106,109,125,138,158,165],"use":[47],"of":[48,86,132,160,167],"conventional":[49],"conjunction":[52],"with":[53],"encoding":[54,88,134],"layers.":[55],"when":[57],"performed":[58],"software,":[60],"this":[61],"can":[63],"be":[64],"detrimental":[65],"to":[66,97,104,108],"energy":[67,144],"consumption":[68,145],"or":[69],"latency.":[70],"Here":[71],"we":[72,141],"introduce":[73],"flexible":[75],"design":[76],"methodology":[77,126],"efficiently":[79],"implementing,":[80],"optimizing,":[81],"evaluating":[83],"digital":[84,130],"architectures":[85,102,131],"spike":[87],"integrating":[89],"algorithms":[90,135],"available":[91],"literature.":[94],"In":[95],"order":[96],"quickly":[98],"evaluate":[99,142],"different":[100],"hardware":[101,169],"tailor":[105],"application":[110],"needs,":[111],"our":[112],"approach":[113],"relies":[114],"on":[115,149],"High-Level":[116],"Synthesis":[117],"(HLS)":[118],"tools":[119],"Python":[121],"scripting.":[122],"We":[123],"illustrate":[124],"generating":[128],"various":[129],"two":[133],"taken":[136],"from":[137],"literature":[139],"their":[143],"timing":[147],"performances":[148],"Field":[150],"Programmable":[151],"Gate":[152],"Arrays.":[153],"This":[154],"work":[155],"could":[156],"overcome":[157],"lack":[159],"accelerate":[164],"development":[166],"lower-power":[168],"SNNs.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
