{"id":"https://openalex.org/W2513433687","doi":"https://doi.org/10.1145/2967413.2967444","title":"A Neuromorphic Approach for Tracking using Dynamic Neural Fields on a Programmable Vision-chip","display_name":"A Neuromorphic Approach for Tracking using Dynamic Neural Fields on a Programmable Vision-chip","publication_year":2016,"publication_date":"2016-09-09","ids":{"openalex":"https://openalex.org/W2513433687","doi":"https://doi.org/10.1145/2967413.2967444","mag":"2513433687"},"language":"en","primary_location":{"id":"doi:10.1145/2967413.2967444","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2967413.2967444","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Distributed Smart Camera","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089578547","display_name":"Julien Martel","orcid":"https://orcid.org/0000-0002-4928-5487"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"funder","lineage":["https://openalex.org/I12708293"]},{"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"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Julien N.P. Martel","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich and ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich and ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000514685","display_name":"Yulia Sandamirskaya","orcid":"https://orcid.org/0000-0003-4684-202X"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"funder","lineage":["https://openalex.org/I12708293"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"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":"Yulia Sandamirskaya","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich and ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich and ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089578547"],"corresponding_institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":0.9295,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78309194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"154"},"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":0.9993000030517578,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8847005367279053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8177918791770935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5634450316429138},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5191637277603149},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.49992799758911133},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49793410301208496},{"id":"https://openalex.org/keywords/active-vision","display_name":"Active vision","score":0.45927268266677856},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4295583665370941},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4199322760105133},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3634125590324402},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3420858681201935},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11953204870223999}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8847005367279053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177918791770935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5634450316429138},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5191637277603149},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.49992799758911133},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49793410301208496},{"id":"https://openalex.org/C193611912","wikidata":"https://www.wikidata.org/wiki/Q4677596","display_name":"Active vision","level":2,"score":0.45927268266677856},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4295583665370941},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4199322760105133},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3634125590324402},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3420858681201935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11953204870223999},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2967413.2967444","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2967413.2967444","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Distributed Smart Camera","raw_type":"proceedings-article"},{"id":"pmh:oai:www.zora.uzh.ch:132646","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Martel, Julien N P; Sandamirskaya, Yulia  (2016). A neuromorphic approach for tracking using dynamic neural fields on a programmable vision-chip.  In: 10th International Conference on Distributed Smart Camera, ICDSC 16, Paris, France, 12 September 2016 - 15 September 2016. Proceedings of the 10th ACM International Conference on Distributed Smart Camera, 148-154.","raw_type":"Conference or Workshop Item"},{"id":"doi:10.5167/uzh-132646","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-132646","pdf_url":null,"source":{"id":"https://openalex.org/S7407051291","display_name":"Universit\u00e4t Z\u00fcrich, ZORA","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"pmh:oai:www.zora.uzh.ch:132646","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Martel, Julien N P; Sandamirskaya, Yulia  (2016). A neuromorphic approach for tracking using dynamic neural fields on a programmable vision-chip.  In: 10th International Conference on Distributed Smart Camera, ICDSC 16, Paris, France, 12 September 2016 - 15 September 2016. Proceedings of the 10th ACM International Conference on Distributed Smart Camera, 148-154.","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G770179037","display_name":null,"funder_award_id":"143947","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W187407805","https://openalex.org/W606713757","https://openalex.org/W1528444979","https://openalex.org/W1549799360","https://openalex.org/W1556442709","https://openalex.org/W1560391863","https://openalex.org/W1960563761","https://openalex.org/W1970320514","https://openalex.org/W1976027761","https://openalex.org/W1977503502","https://openalex.org/W1992476998","https://openalex.org/W2001485836","https://openalex.org/W2017410652","https://openalex.org/W2018093966","https://openalex.org/W2111730644","https://openalex.org/W2118125647","https://openalex.org/W2131785162","https://openalex.org/W2133828723","https://openalex.org/W2151162785","https://openalex.org/W2152971060","https://openalex.org/W2160121923","https://openalex.org/W2200373780","https://openalex.org/W2504024651","https://openalex.org/W2507967621","https://openalex.org/W2809448508","https://openalex.org/W4234841423"],"related_works":["https://openalex.org/W2986579802","https://openalex.org/W4311607201","https://openalex.org/W218922706","https://openalex.org/W340794403","https://openalex.org/W2068241324","https://openalex.org/W1967596784","https://openalex.org/W3024170076","https://openalex.org/W2131866470","https://openalex.org/W2377567709","https://openalex.org/W3005232470"],"abstract_inverted_index":{"In":[0,52],"artificial":[1],"vision":[2,29],"applications,":[3],"such":[4],"as":[5,136,138],"tracking,":[6,89],"a":[7,32,57,61,86,92,96],"large":[8],"amount":[9],"of":[10,39,75,111],"data":[11],"captured":[12],"by":[13,43],"sensors":[14,30],"is":[15,66,78],"transferred":[16],"to":[17,19,34,49,69,80,102,123,133],"processors":[18],"extract":[20],"information":[21,135],"relevant":[22],"for":[23],"the":[24,36,50,112,115,119,124,130,145],"task":[25,87],"at":[26,144],"hand.":[27],"Smart":[28],"offer":[31],"means":[33],"reduce":[35,129],"computational":[37],"burden":[38],"visual":[40],"processing":[41,46],"pipelines":[42],"placing":[44],"more":[45],"capabilities":[47],"next":[48,68],"sensor.":[51],"this":[53,76],"work,":[54],"we":[55,90],"use":[56],"vision-chip":[58,113],"in":[59],"which":[60,100],"small":[62],"processor":[63],"with":[64],"memory":[65],"located":[67],"each":[70],"photosensitive":[71],"element.":[72],"The":[73],"architecture":[74],"device":[77],"optimized":[79],"perform":[81,85],"local":[82],"operations.":[83],"To":[84],"like":[88],"implement":[91],"neuromorphic":[93],"approach":[94],"using":[95],"Dynamic":[97],"Neural":[98],"Field,":[99],"allows":[101],"segregate,":[103],"memorize,":[104],"and":[105],"track":[106],"objects.":[107,126],"Our":[108],"system,":[109],"consisting":[110],"running":[114],"DNF,":[116],"outputs":[117,128],"only":[118],"activity":[120],"that":[121],"corresponds":[122],"tracked":[125],"These":[127],"bandwidth":[131],"needed":[132],"transfer":[134],"well":[137],"further":[139],"post-processing,":[140],"since":[141],"computation":[142],"happens":[143],"pixel":[146],"level.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}