{"id":"https://openalex.org/W2086432247","doi":"https://doi.org/10.1109/iscas.2010.5537007","title":"State-dependent sensory processing in networks of VLSI spiking neurons","display_name":"State-dependent sensory processing in networks of VLSI spiking neurons","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2086432247","doi":"https://doi.org/10.1109/iscas.2010.5537007","mag":"2086432247"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2010.5537007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2010.5537007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2010 IEEE International Symposium on Circuits and Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pub.uni-bielefeld.de/record/2427761","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060924942","display_name":"Emre Neftci","orcid":"https://orcid.org/0000-0002-0332-3273"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","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":"Emre Neftci","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","[Institute of Neuroinformatics, University of Zurich and ETH Zurich]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Institute of Neuroinformatics, University of Zurich and ETH Zurich]","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000763047","display_name":"Elisabetta Chicca","orcid":"https://orcid.org/0000-0002-5518-8990"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","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":"Elisabetta Chicca","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","[Institute of Neuroinformatics, University of Zurich and ETH Zurich]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Institute of Neuroinformatics, University of Zurich and ETH Zurich]","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011103736","display_name":"Matthew Cook","orcid":"https://orcid.org/0000-0002-3331-9363"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","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":"Matthew Cook","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","[Institute of Neuroinformatics, University of Zurich and ETH Zurich]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Institute of Neuroinformatics, University of Zurich and ETH Zurich]","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060241952","display_name":"Giacomo Indiveri","orcid":"https://orcid.org/0000-0002-7109-1689"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","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":"Giacomo Indiveri","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","[Institute of Neuroinformatics, University of Zurich and ETH Zurich]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Institute of Neuroinformatics, University of Zurich and ETH Zurich]","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003408325","display_name":"Rodney J. Douglas","orcid":"https://orcid.org/0000-0002-5704-099X"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","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":"Rodney Douglas","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","[Institute of Neuroinformatics, University of Zurich and ETH Zurich]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Institute of Neuroinformatics, University of Zurich and ETH Zurich]","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2789","last_page":"2792"},"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":0.9998000264167786,"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":0.9986000061035156,"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":0.7748630046844482},{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.7557188868522644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7461526989936829},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6037119030952454},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5269972681999207},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.46310633420944214},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.449797123670578},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.4428708553314209},{"id":"https://openalex.org/keywords/models-of-neural-computation","display_name":"Models of neural computation","score":0.41357776522636414},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.41195687651634216},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3911840319633484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32721444964408875},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.26979658007621765},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12744992971420288},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11739486455917358},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10521706938743591}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7748630046844482},{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.7557188868522644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7461526989936829},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6037119030952454},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5269972681999207},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.46310633420944214},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.449797123670578},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.4428708553314209},{"id":"https://openalex.org/C3832189","wikidata":"https://www.wikidata.org/wiki/Q8588916","display_name":"Models of neural computation","level":3,"score":0.41357776522636414},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.41195687651634216},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3911840319633484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32721444964408875},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.26979658007621765},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12744992971420288},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11739486455917358},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10521706938743591},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iscas.2010.5537007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2010.5537007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2010 IEEE International Symposium on Circuits and Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pub.librecat.org:2427761","is_oa":true,"landing_page_url":"https://pub.uni-bielefeld.de/record/2427761","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"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":"Neftci E, Chicca E, Cook M, Indiveri G, Douglas R. State-dependent sensory processing in networks of VLSI spiking neurons. Presented at the International Symposium on Circuits and Systems (ISCAS), Paris.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.zora.uzh.ch:98521","is_oa":false,"landing_page_url":"https://www.zora.uzh.ch/98521","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neftci, Emre; Chicca, Elisabetta; Cook, Matthew; Douglas, Rodney (2010). State-dependent sensory processing in networks of VLSI spiking neurons. In: 2010 IEEE International Symposium on Circuits and Systems (ISCAS), Paris, France, 30 May 2010 - 2 June 2010. IEEE Xplore, 2789-2792.","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:pub.librecat.org:2427761","is_oa":true,"landing_page_url":"https://pub.uni-bielefeld.de/record/2427761","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"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":"Neftci E, Chicca E, Cook M, Indiveri G, Douglas R. State-dependent sensory processing in networks of VLSI spiking neurons. Presented at the International Symposium on Circuits and Systems (ISCAS), Paris.","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1512746852","https://openalex.org/W1578671836","https://openalex.org/W1864168470","https://openalex.org/W1876456565","https://openalex.org/W2000256460","https://openalex.org/W2008240154","https://openalex.org/W2012140001","https://openalex.org/W2029030701","https://openalex.org/W2032832574","https://openalex.org/W2042076735","https://openalex.org/W2051385641","https://openalex.org/W2111087492","https://openalex.org/W2129066464","https://openalex.org/W2133762094","https://openalex.org/W2141840773","https://openalex.org/W2143614307","https://openalex.org/W2149530067","https://openalex.org/W2151718948","https://openalex.org/W2160229024"],"related_works":["https://openalex.org/W3089892344","https://openalex.org/W2960220682","https://openalex.org/W4313442939","https://openalex.org/W4386227293","https://openalex.org/W4372267706","https://openalex.org/W2885510266","https://openalex.org/W4288055417","https://openalex.org/W4205804651","https://openalex.org/W4287758233","https://openalex.org/W3136467750"],"abstract_inverted_index":{"An":[0],"increasing":[1],"number":[2],"of":[3,18,41,69,83,106,130],"research":[4],"groups":[5],"develop":[6],"dedicated":[7],"hybrid":[8],"analog/digital":[9],"very":[10],"large":[11],"scale":[12],"integration":[13],"(VLSI)":[14],"devices":[15],"implementing":[16,57,110],"hundreds":[17],"spiking":[19],"neurons":[20],"with":[21],"bio-physically":[22],"realistic":[23],"dynamics.":[24],"However,":[25],"despite":[26],"the":[27,58,128,140],"significant":[28],"progress":[29],"in":[30,38,100,139],"their":[31],"design,":[32],"there":[33],"is":[34,122],"still":[35],"little":[36],"insight":[37],"translating":[39],"circuitry":[40],"neural":[42,55],"assemblies":[43],"into":[44],"desired":[45],"(non-trivial)":[46],"function.":[47,62],"In":[48],"this":[49],"work,":[50],"we":[51,86],"propose":[52],"to":[53,124],"use":[54],"circuits":[56,90],"soft":[59,111],"Winner-Take-All":[60],"(WTA)":[61],"By":[63],"showing":[64],"that":[65,88],"recurrently":[66],"connected":[67],"instances":[68],"them":[70],"can":[71,77,91],"have":[72],"persistent":[73],"activity":[74],"states,":[75],"which":[76],"be":[78],"used":[79],"as":[80],"a":[81,98,101,131,135],"form":[82],"working":[84],"memory,":[85],"argue":[87],"such":[89,97],"perform":[92],"state-dependent":[93],"computation.":[94],"We":[95],"demonstrate":[96],"network":[99,121],"distributed":[102],"neuromorphic":[103],"system":[104],"consisting":[105],"two":[107],"multi-neuron":[108],"chips":[109],"WTA,":[112],"stimulated":[113],"by":[114],"an":[115],"event-based":[116],"vision":[117],"sensor.":[118],"The":[119],"resulting":[120],"able":[123],"track":[125],"and":[126],"remember":[127],"position":[129],"localized":[132],"stimulus":[133],"along":[134],"trajectory":[136],"previously":[137],"encoded":[138],"system.":[141]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
