{"id":"https://openalex.org/W2161183437","doi":null,"title":"On the relations of LFPs & Neural Spike Trains","display_name":"On the relations of LFPs & Neural Spike Trains","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2161183437","mag":"2161183437"},"language":"en","primary_location":{"id":"mag:2161183437","doi":null,"is_oa":false,"landing_page_url":"https://papers.nips.cc/paper/5404-on-the-relations-of-lfps-neural-spike-trains.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","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/A5052576907","display_name":"David Carlson","orcid":"https://orcid.org/0000-0003-1005-6385","observed_orcids":["https://orcid.org/0000-0003-1005-6385"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Carlson","raw_affiliation_strings":["Duke University, Durham, United States"],"raw_orcid":"https://orcid.org/0000-0003-1005-6385","affiliations":[{"raw_affiliation_string":"Duke University, Durham, United States","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044954263","display_name":"Jana Schaich Borg","orcid":"https://orcid.org/0000-0002-0066-761X","observed_orcids":["https://orcid.org/0000-0002-0066-761X"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jana Schaich Borg","raw_affiliation_strings":["Stanford University, Stanford, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, United States","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068897889","display_name":"Kafui Dzirasa","orcid":"https://orcid.org/0000-0003-4280-9994","observed_orcids":["https://orcid.org/0000-0003-4280-9994"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kafui Dzirasa","raw_affiliation_strings":["Duke University, Durham, United States"],"raw_orcid":"https://orcid.org/0000-0003-4280-9994","affiliations":[{"raw_affiliation_string":"Duke University, Durham, United States","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016448581","display_name":"Lawrence Carin","orcid":"https://orcid.org/0000-0001-6277-7948","observed_orcids":["https://orcid.org/0000-0001-6277-7948"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lawrence Carin","raw_affiliation_strings":["Duke University, Durham, United States"],"raw_orcid":"https://orcid.org/0000-0001-6277-7948","affiliations":[{"raw_affiliation_string":"Duke University, Durham, United States","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1706,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55556427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":"27","issue":null,"first_page":"2060","last_page":"2068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9937000274658203,"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":0.9937000274658203,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0017999999690800905,"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/T14411","display_name":"Undergraduate Neuroscience Education and Research","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/local-field-potentials","display_name":"local field potentials","score":0.9959999918937683},{"id":"https://openalex.org/keywords/spike-trains","display_name":"spike trains","score":0.9559999704360962},{"id":"https://openalex.org/keywords/convolutional-dictionary-learning","display_name":"convolutional dictionary learning","score":0.8059999942779541},{"id":"https://openalex.org/keywords/neural-network-system-identification","display_name":"neural network identification","score":0.7260000109672546},{"id":"https://openalex.org/keywords/neuron-clustering","display_name":"neuron clustering","score":0.44699999690055847},{"id":"https://openalex.org/keywords/mouse-brain","display_name":"mouse brain","score":0.5799999833106995}],"concepts":[{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.870712161064148},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7476886510848999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6868621110916138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6197863817214966},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5581108331680298},{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.5526639819145203},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.469880610704422},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46942856907844543},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4668579399585724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4288123548030853},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.4260767102241516},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.42528843879699707},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24481815099716187},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06827551126480103},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2161183437","doi":null,"is_oa":false,"landing_page_url":"https://papers.nips.cc/paper/5404-on-the-relations-of-lfps-neural-spike-trains.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":0,"referenced_works":[],"related_works":["https://openalex.org/W4400861430","https://openalex.org/W2054127317","https://openalex.org/W2116053054","https://openalex.org/W7100752648","https://openalex.org/W2572855323","https://openalex.org/W2898942939","https://openalex.org/W1974229129","https://openalex.org/W2977873328","https://openalex.org/W2950452968","https://openalex.org/W7100678877"],"abstract_inverted_index":{"One":[0],"of":[1,4,51,95,102],"the":[2,52,67,75,90],"goals":[3],"neuroscience":[5],"is":[6],"to":[7,43,77,126],"identify":[8],"neural":[9,26],"networks":[10,27],"that":[11,39,99],"correlate":[12],"with":[13],"important":[14],"behaviors,":[15],"environments,":[16],"or":[17],"genotypes.":[18],"This":[19],"work":[20],"proposes":[21],"a":[22,96,131],"strategy":[23],"for":[24],"identifying":[25],"characterized":[28],"by":[29,73],"time-":[30],"and":[31,63,71,92,118],"frequency-dependent":[32],"connectivity":[33],"patterns,":[34],"using":[35],"convolutional":[36],"dictionary":[37],"learning":[38],"links":[40],"spike-train":[41],"data":[42,80,113,120],"local":[44],"field":[45],"potentials":[46],"(LFPs)":[47],"across":[48,89],"multiple":[49,107],"areas":[50],"brain.":[53],"Analytical":[54],"contributions":[55],"are:":[56],"(i)":[57],"modeling":[58],"dynamic":[59],"relationships":[60,68],"between":[61,69],"LFPs":[62],"spikes;":[64],"(ii)":[65],"describing":[66],"spikes":[70],"LFPs,":[72],"analyzing":[74],"ability":[76],"predict":[78],"LFP":[79,119],"from":[81,88,106,124],"one":[82],"region":[83],"based":[84,111],"on":[85,112],"spiking":[86],"information":[87],"brain;":[91],"(iii)":[93],"development":[94],"clustering":[97],"methodology":[98],"allows":[100],"inference":[101],"similarities":[103],"in":[104,115,130],"neurons":[105],"regions.":[108],"Results":[109],"are":[110,121],"sets":[114],"which":[116],"spike":[117],"recorded":[122],"simultaneously":[123],"up":[125],"16":[127],"brain":[128],"regions":[129],"mouse.":[132]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}