{"id":"https://openalex.org/W2962466763","doi":"https://doi.org/10.1109/devlrn.2018.8761007","title":"Microsaccades for asynchronous feature extraction with spiking networks","display_name":"Microsaccades for asynchronous feature extraction with spiking networks","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2962466763","doi":"https://doi.org/10.1109/devlrn.2018.8761007","mag":"2962466763"},"language":"en","primary_location":{"id":"doi:10.1109/devlrn.2018.8761007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2018.8761007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","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/A5028490309","display_name":"Jacques Kaiser","orcid":"https://orcid.org/0000-0001-7487-6185"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jacques Kaiser","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078532425","display_name":"Gerd Lindner","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerd Lindner","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037217003","display_name":"J. Camilo Vasquez Tieck","orcid":"https://orcid.org/0000-0003-3449-1373"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Camilo Vasquez Tieck","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038691076","display_name":"Martin Schulze","orcid":"https://orcid.org/0000-0003-2899-1558"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Schulze","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102989217","display_name":"Michael Hoff","orcid":"https://orcid.org/0000-0002-2924-1399"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Hoff","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072884786","display_name":"Arne Roennau","orcid":"https://orcid.org/0000-0002-6090-607X"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arne Roennau","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112552331","display_name":"R\u00fcdiger Dillmann","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rudiger Dillmann","raw_affiliation_strings":["FZI Research Center for Information Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5028490309"],"corresponding_institution_ids":["https://openalex.org/I143379178"],"apc_list":null,"apc_paid":null,"fwci":0.2575,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60329043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"139","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987999796867371,"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":0.9976000189781189,"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":0.8533174991607666},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6273233294487},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6131105422973633},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5998967885971069},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5929697751998901},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5725246071815491},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5485532879829407},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5437085032463074},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5318588614463806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.441878080368042},{"id":"https://openalex.org/keywords/abstraction-layer","display_name":"Abstraction layer","score":0.4274795651435852},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4265105426311493},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.423414021730423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8533174991607666},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6273233294487},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6131105422973633},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5998967885971069},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5929697751998901},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5725246071815491},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5485532879829407},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5437085032463074},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5318588614463806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.441878080368042},{"id":"https://openalex.org/C147358964","wikidata":"https://www.wikidata.org/wiki/Q1200992","display_name":"Abstraction layer","level":3,"score":0.4274795651435852},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4265105426311493},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.423414021730423},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/devlrn.2018.8761007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2018.8761007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1570411240","https://openalex.org/W1997854587","https://openalex.org/W2004159082","https://openalex.org/W2007163867","https://openalex.org/W2007815184","https://openalex.org/W2016574277","https://openalex.org/W2020096355","https://openalex.org/W2028955260","https://openalex.org/W2035540094","https://openalex.org/W2074376560","https://openalex.org/W2087861759","https://openalex.org/W2110654393","https://openalex.org/W2112036188","https://openalex.org/W2140886546","https://openalex.org/W2149194912","https://openalex.org/W2165396124","https://openalex.org/W2207801947","https://openalex.org/W2326561880","https://openalex.org/W2469278928","https://openalex.org/W2507540959","https://openalex.org/W2551992665","https://openalex.org/W2619510810","https://openalex.org/W2620831983","https://openalex.org/W2745933219","https://openalex.org/W2766966203","https://openalex.org/W2770146421","https://openalex.org/W2896187533","https://openalex.org/W2952502547","https://openalex.org/W2962804204","https://openalex.org/W2963497435","https://openalex.org/W4301785137","https://openalex.org/W6720040365","https://openalex.org/W6728271538","https://openalex.org/W6730045055"],"related_works":["https://openalex.org/W1984744919","https://openalex.org/W2132930690","https://openalex.org/W2770599040","https://openalex.org/W1901380330","https://openalex.org/W2075164989","https://openalex.org/W2901324294","https://openalex.org/W4248324254","https://openalex.org/W3009812692","https://openalex.org/W3017219868","https://openalex.org/W3117872823"],"abstract_inverted_index":{"While":[0],"extracting":[1,11],"spatial":[2],"features":[3,13,51,69,139],"from":[4,14,151],"images":[5],"has":[6],"been":[7],"studied":[8],"for":[9,38,167],"decades,":[10],"spatio-temporal":[12],"event":[15,27],"streams":[16,28],"is":[17,29,47,178],"still":[18],"a":[19,53,71,123,128,148,163,179],"young":[20],"field":[21],"of":[22,26,40,67,70,89,100,170],"research.":[23],"A":[24],"particularity":[25],"that":[30,135,158],"the":[31,65,68,86,97,101,136,152,168],"same":[32,137],"network":[33],"architecture":[34,74,125],"can":[35],"be":[36],"used":[37],"recognition":[39],"static":[41,149],"objects":[42],"or":[43],"motions.":[44],"However,":[45,132],"it":[46],"not":[48,141],"clear":[49],"what":[50,58],"provide":[52],"good":[54],"abstraction":[55,87],"and":[56,80,184],"in":[57,96],"scenario.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63,133,156],"evaluate":[64],"quality":[66],"spiking":[72],"HMAX":[73],"by":[75],"computing":[76],"classification":[77,169],"performance":[78,111],"before":[79],"after":[81],"each":[82],"layer.":[83,131],"We":[84],"demonstrate":[85],"capability":[88],"classical":[90],"edge":[91,138],"features,":[92],"as":[93],"were":[94],"found":[95],"V1":[98],"area":[99],"visual":[102],"cortex,":[103],"combined":[104],"with":[105,122,147,173],"fixational":[106],"eye":[107],"movements.":[108],"Specifically,":[109],"our":[110],"on":[112,120],"N-Caltech101":[113],"dataset":[114],"outperforms":[115],"previously":[116],"reported":[117],"F1":[118],"score":[119],"Caltech101,":[121],"similar":[124],"but":[126],"without":[127],"STDP":[129],"learning":[130],"show":[134,157],"do":[140],"manage":[142],"to":[143],"abstract":[144],"motions":[145],"observed":[146],"DVS":[150,171],"DvsGesture":[153],"dataset.":[154],"Additionally,":[155],"liquid":[159],"state":[160],"machines":[161],"are":[162],"promising":[164],"computational":[165],"model":[166],"data":[172],"temporal":[174],"dynamics.":[175],"This":[176],"paper":[177],"step":[180],"forward":[181],"towards":[182],"understanding":[183],"reproducing":[185],"biological":[186],"vision.":[187]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}