{"id":"https://openalex.org/W4291997366","doi":"https://doi.org/10.1109/aicas54282.2022.9869977","title":"Neuromorphic Event-Based Spatio-temporal Attention using Adaptive Mechanisms","display_name":"Neuromorphic Event-Based Spatio-temporal Attention using Adaptive Mechanisms","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4291997366","doi":"https://doi.org/10.1109/aicas54282.2022.9869977"},"language":"en","primary_location":{"id":"doi:10.1109/aicas54282.2022.9869977","doi":"https://doi.org/10.1109/aicas54282.2022.9869977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869977","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.archives-ouvertes.fr/hal-03671778","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038643925","display_name":"Am\u00e9lie Gruel","orcid":"https://orcid.org/0000-0003-3916-0514","observed_orcids":["https://orcid.org/0000-0003-3916-0514"]},"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/I4210106479","display_name":"Laboratoire d'Informatique, Signaux et Syst\u00e8mes de Sophia Antipolis","ror":"https://ror.org/01215r597","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106479","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amelie Gruel","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,I3S / CNRS,Sophia Antipolis,France","Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,I3S / CNRS,Sophia Antipolis,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210106479"]},{"raw_affiliation_string":"Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4210106479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032151504","display_name":"Antonio Vitale","orcid":"https://orcid.org/0000-0002-5358-894X","observed_orcids":["https://orcid.org/0000-0002-5358-894X"]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antonio Vitale","raw_affiliation_strings":["PBL Center ETH Z&#x00FC;rich,Z&#x00FC;rich,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PBL Center ETH Z&#x00FC;rich,Z&#x00FC;rich,Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008175973","display_name":"Jean Martinet","orcid":"https://orcid.org/0000-0001-8821-5556","observed_orcids":["https://orcid.org/0000-0001-8821-5556"]},"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/I4210106479","display_name":"Laboratoire d'Informatique, Signaux et Syst\u00e8mes de Sophia Antipolis","ror":"https://ror.org/01215r597","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106479","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Martinet","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,I3S / CNRS,Sophia Antipolis,France","Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,I3S / CNRS,Sophia Antipolis,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210106479"]},{"raw_affiliation_string":"Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4210106479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066423975","display_name":"Michele Magno","orcid":"https://orcid.org/0000-0003-0368-8923","observed_orcids":["https://orcid.org/0000-0003-0368-8923"]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michele Magno","raw_affiliation_strings":["PBL Center ETH Z&#x00FC;rich,Z&#x00FC;rich,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PBL Center ETH Z&#x00FC;rich,Z&#x00FC;rich,Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0661,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97898437,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9775000214576721,"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":0.9775000214576721,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.002300000051036477,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.002199999988079071,"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/event-cameras","display_name":"event cameras","score":0.6579999923706055},{"id":"https://openalex.org/keywords/event-based-vision","display_name":"event-based vision","score":0.7940000295639038},{"id":"https://openalex.org/keywords/spiking-neural-networks","display_name":"spiking neural networks","score":0.9629999995231628},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.6869999766349792},{"id":"https://openalex.org/keywords/spatiotemporal-attention","display_name":"spatio-temporal attention","score":0.8349999785423279},{"id":"https://openalex.org/keywords/online-weight-adaptation","display_name":"online weight adaptation","score":0.7319999933242798},{"id":"https://openalex.org/keywords/threshold-adaptation","display_name":"threshold adaptation","score":0.7440000176429749},{"id":"https://openalex.org/keywords/neuromorphic-computing","display_name":"neuromorphic computing","score":0.6610000133514404}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9235445261001587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763526976108551},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5404291152954102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43326547741889954},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4017776548862457},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23700186610221863},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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":4,"locations":[{"id":"doi:10.1109/aicas54282.2022.9869977","doi":"https://doi.org/10.1109/aicas54282.2022.9869977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869977","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03671778v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03671778","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-03671778v2","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03671778","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"https://aicas2022.org","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-03760704v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03760704","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"https://aicas2022.org","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03671778v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03671778","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1155517136","display_name":"Analog PROcessing of bioinspired VIsion Sensors for 3D reconstruction","funder_award_id":"ANR-19-CHR3-0008","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2059148040","https://openalex.org/W2164084182","https://openalex.org/W2745933219","https://openalex.org/W2788172931","https://openalex.org/W2965390876","https://openalex.org/W2965645669","https://openalex.org/W2965973489","https://openalex.org/W2971783054","https://openalex.org/W2985547628","https://openalex.org/W2994602346","https://openalex.org/W3040838455","https://openalex.org/W3139657805","https://openalex.org/W3166663443","https://openalex.org/W3175875053","https://openalex.org/W3207611614","https://openalex.org/W4226051885","https://openalex.org/W4287126156","https://openalex.org/W6769667691"],"related_works":["https://openalex.org/W2961274313","https://openalex.org/W3135329690","https://openalex.org/W4396782662","https://openalex.org/W7162026478","https://openalex.org/W4319300991","https://openalex.org/W4414736793","https://openalex.org/W4386932718","https://openalex.org/W4310614690","https://openalex.org/W7130656008","https://openalex.org/W7138209625"],"abstract_inverted_index":{"Contrary":[0],"to":[1,38,61,132],"RGB":[2],"cameras,":[3],"Dynamic":[4],"Vision":[5],"Sensor":[6],"(DVS)":[7],"output":[8],"visual":[9],"data":[10,64],"in":[11,73,138],"the":[12,43,108,123],"form":[13],"of":[14,42,136,146],"an":[15,84],"asynchronous":[16],"events":[17,149],"stream":[18],"by":[19,94],"recording":[20],"pixel-wise":[21],"luminance":[22],"changes":[23],"at":[24],"microsecond":[25],"resolution.":[26],"While":[27],"conventional":[28],"computer":[29],"vision":[30],"approaches":[31,48],"utilise":[32],"frame-based":[33],"input":[34],"data,":[35],"thus":[36],"failing":[37],"take":[39],"full":[40],"advantage":[41],"high":[44],"temporal":[45],"resolution,":[46],"novel":[47],"use":[49],"spiking":[50],"neural":[51,68],"networks":[52],"Spiking":[53],"Neural":[54],"Networks":[55],"(SNNs)":[56],"which":[57,87],"are":[58],"more":[59,143],"compatible":[60],"handle":[62],"event-based":[63],"since":[65],"these":[66],"bio-inspired":[67],"models":[69],"intrinsically":[70],"encode":[71],"information":[72],"a":[74],"sparse":[75],"manner":[76],"using":[77,95],"activation":[78],"spikes":[79],"trains.":[80],"This":[81],"paper":[82],"presents":[83],"attentional":[85],"mechanism":[86],"detects":[88],"regions":[89],"with":[90,100],"higher":[91],"event":[92],"density":[93],"inherent":[96],"SNN":[97],"dynamics":[98],"combined":[99],"online":[101],"weight":[102],"and":[103,117,141],"threshold":[104],"adaptation.":[105],"We":[106],"implemented":[107],"network":[109],"directly":[110],"on":[111,122],"Intel's":[112],"research":[113],"neuromorphic":[114],"chip":[115],"Loihi":[116],"evaluate":[118],"our":[119],"proposed":[120],"method":[121],"open":[124],"DVS128":[125],"Gesture":[126],"Dataset.":[127],"Our":[128],"system":[129],"is":[130],"able":[131],"process":[133],"1":[134],"ms":[135,140,153],"event-data":[137],"6":[139],"reject":[142],"than":[144],"50%":[145],"incoming":[147],"unwanted":[148],"occurring":[150],"only":[151],"20":[152],"after":[154],"activity":[155],"onset.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2022-08-16T00:00:00"}
