{"id":"https://openalex.org/W2567549829","doi":null,"title":"Efficient neural computation in the Laplace domain","display_name":"Efficient neural computation in the Laplace domain","publication_year":2015,"publication_date":"2015-12-11","ids":{"openalex":"https://openalex.org/W2567549829","mag":"2567549829"},"language":"en","primary_location":{"id":"mag:2567549829","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-1583/CoCoNIPS_2015_paper_8.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4363606243","display_name":"neural information processing systems","issn_l":"1049-5258","issn":["1049-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5085169868","display_name":"Marc W. Howard","orcid":"https://orcid.org/0000-0002-1478-1237","observed_orcids":["https://orcid.org/0000-0002-1478-1237"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc W. Howard","raw_affiliation_strings":["Department of Psychological and Brain Sciences Boston University"],"raw_orcid":"https://orcid.org/0000-0002-1478-1237","affiliations":[{"raw_affiliation_string":"Department of Psychological and Brain Sciences Boston University","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038794890","display_name":"Karthik H. Shankar","orcid":"https://orcid.org/0000-0002-7284-6561","observed_orcids":["https://orcid.org/0000-0002-7284-6561"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik H. Shankar","raw_affiliation_strings":["Department of Psychological and Brain Sciences Boston University"],"raw_orcid":"https://orcid.org/0000-0002-7284-6561","affiliations":[{"raw_affiliation_string":"Department of Psychological and Brain Sciences Boston University","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021423914","display_name":"Zoran Tiganj","orcid":"https://orcid.org/0000-0001-5581-9636","observed_orcids":["https://orcid.org/0000-0001-5581-9636"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zoran Tiganj","raw_affiliation_strings":["Department of Psychological and Brain Sciences Boston University"],"raw_orcid":"https://orcid.org/0000-0001-5581-9636","affiliations":[{"raw_affiliation_string":"Department of Psychological and Brain Sciences Boston University","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":null,"apc_paid":null,"fwci":0.164,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.50924725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.7035999894142151,"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"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.7035999894142151,"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/T10320","display_name":"Neural Networks and Applications","score":0.16110000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13062","display_name":"Cognitive Computing and Networks","score":0.09549999982118607,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/laplace-transform","display_name":"Laplace transform","score":0.746999979019165},{"id":"https://openalex.org/keywords/neural-coding","display_name":"neural coding","score":0.625},{"id":"https://openalex.org/keywords/cognitive-computing","display_name":"cognitive computing","score":0.7329999804496765},{"id":"https://openalex.org/keywords/temporal-representation","display_name":"representation of time","score":0.6769999861717224},{"id":"https://openalex.org/keywords/spatial-representation","display_name":"spatial representation","score":0.9070000052452087},{"id":"https://openalex.org/keywords/theta-oscillations","display_name":"theta oscillations","score":0.824999988079071},{"id":"https://openalex.org/keywords/translation-invariance","display_name":"translation invariance","score":0.574999988079071},{"id":"https://openalex.org/keywords/convolution","display_name":"convolution","score":0.9160000085830688},{"id":"https://openalex.org/keywords/cross-correlation-function","display_name":"cross correlation function","score":0.9990000128746033},{"id":"https://openalex.org/keywords/hybrid-neural-symbolic-systems","display_name":"hybrid neural-symbolic systems","score":0.5379999876022339}],"concepts":[{"id":"https://openalex.org/C97937538","wikidata":"https://www.wikidata.org/wiki/Q199691","display_name":"Laplace transform","level":2,"score":0.6497722268104553},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6449452042579651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4857540428638458},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4449900984764099},{"id":"https://openalex.org/C3832189","wikidata":"https://www.wikidata.org/wiki/Q8588916","display_name":"Models of neural computation","level":3,"score":0.43462860584259033},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4263764023780823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39049240946769714},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3898645341396332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3599731922149658},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2567549829","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-1583/CoCoNIPS_2015_paper_8.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4363606243","display_name":"neural information processing systems","issn_l":"1049-5258","issn":["1049-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W46219734","https://openalex.org/W1615091949","https://openalex.org/W1748459183","https://openalex.org/W1917038869","https://openalex.org/W1966951272","https://openalex.org/W2002935439","https://openalex.org/W2005013412","https://openalex.org/W2006760951","https://openalex.org/W2007035275","https://openalex.org/W2009513819","https://openalex.org/W2011074553","https://openalex.org/W2052918792","https://openalex.org/W2063154715","https://openalex.org/W2065990977","https://openalex.org/W2115107366","https://openalex.org/W2118373646","https://openalex.org/W2146567096","https://openalex.org/W2150301186","https://openalex.org/W2963286235"],"related_works":["https://openalex.org/W4406027059","https://openalex.org/W108006526","https://openalex.org/W1989563621","https://openalex.org/W2047726568","https://openalex.org/W6983920080","https://openalex.org/W6964487646","https://openalex.org/W2023560732","https://openalex.org/W1255299940","https://openalex.org/W148682592","https://openalex.org/W2274373679"],"abstract_inverted_index":{"Cognitive":[0],"computation":[1,30,129,228],"ought":[2],"to":[3,14,24,33,94,158,188],"be":[4,44,142,150,171,192],"fast,":[5],"efficient":[6,79,167,221],"and":[7,74,84,139,209,217,231,255],"flexible,":[8],"reusing":[9],"the":[10,41,68,91,121,145,159,196,223,227],"same":[11],"neural":[12,26,55,118,234,238],"mechanisms":[13],"operate":[15],"on":[16,173],"many":[17],"different":[18],"forms":[19],"of":[20,37,54,81,113,117,123,127,136,166,180,229,233,237],"information.":[21],"In":[22],"order":[23],"develop":[25,34],"models":[27],"for":[28,78,88,163,240],"cognitive":[29,128],"we":[31],"need":[32],"neurally-plausible":[35,154,204],"implementations":[36],"fundamental":[38],"operations.":[39],"If":[40],"operations":[42],"can":[43,141,149,170,191],"applied":[45],"across":[46,130],"sensory":[47],"modalities,":[48],"this":[49],"requires":[50],"a":[51,60,114,124,153,164,181,203],"common":[52,115,125],"form":[53,116,126],"coding.":[56],"Weber-Fechner":[57,134,174],"scaling":[58],"is":[59,65],"general":[61],"representational":[62],"motif":[63],"that":[64,105,169,249],"exploited":[66],"by":[67,98,184],"brain":[69,92],"not":[70],"only":[71],"in":[72,195,222],"vision":[73],"audition,":[75],"but":[76],"also":[77],"representations":[80,135],"time,":[82,137],"space":[83,138],"numerosity.":[85],"That":[86],"is,":[87],"these":[89,241],"variables,":[90],"appears":[93],"support":[95],"functions":[96],"f(x)":[97,183],"placing":[99],"receptors":[100],"at":[101],"locations":[102],"xi":[103,106],"such":[104,214,252],"-":[107],"xi-1":[108],"\u221e":[109],"xi.":[110],"The":[111],"existence":[112],"representation":[119],"suggests":[120],"possibility":[122],"information":[131],"domains.":[132],"Efficient":[133],"number":[140],"constructed":[143],"using":[144,152],"Laplace":[146,160,197,224],"transform,":[147],"which":[148],"inverted":[151],"matrix":[155],"operation.":[156],"Access":[157],"domain":[161],"allows":[162],"range":[165],"computations":[168,243],"performed":[172],"scaled":[175],"representations.":[176,235],"For":[177],"instance,":[178],"translation":[179,208],"function":[182],"an":[185],"amount":[186],"\u03b4":[187],"give":[189],"f(x+\u03b4)":[190],"readily":[193],"accomplished":[194],"domain.":[198],"We":[199],"have":[200],"worked":[201],"out":[202],"mapping":[205],"hypothesis":[206],"between":[207],"theta":[210],"oscillations.":[211],"Other":[212],"operations,":[213],"as":[215,253],"convolution":[216],"cross-correlation":[218],"are":[219],"extremely":[220],"domain,":[225],"enabling":[226],"addition":[230],"subtraction":[232],"Implementation":[236],"circuits":[239],"elemental":[242],"would":[244],"allow":[245],"hybrid":[246],"neural-symbolic":[247],"architectures":[248],"exhibit":[250],"properties":[251],"compositionality":[254],"productivity.":[256]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2017-01-06T00:00:00"}