{"id":"https://openalex.org/W2357850166","doi":"https://doi.org/10.1162/neco_a_00847","title":"A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields","display_name":"A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields","publication_year":2016,"publication_date":"2016-05-12","ids":{"openalex":"https://openalex.org/W2357850166","doi":"https://doi.org/10.1162/neco_a_00847","mag":"2357850166","pmid":"https://pubmed.ncbi.nlm.nih.gov/27172447"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00847","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00847","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","pubmed"],"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/A5113477222","display_name":"Rahul Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul Agarwal","raw_affiliation_strings":["Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, U.S.A","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457703","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0002-6483-6056"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhe Chen","raw_affiliation_strings":["Department of Psychiatry and Department of Neuroscience and Physiology, New York University School of Medicine, New York, NY 10016, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Department of Neuroscience and Physiology, New York University School of Medicine, New York, NY 10016, U.S.A","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055249346","display_name":"Fabian Kloosterman","orcid":"https://orcid.org/0000-0001-6680-9660"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]},{"id":"https://openalex.org/I4210142472","display_name":"Neuroelectronics Research Flanders","ror":"https://ror.org/04sc67422","country_code":"BE","type":"facility","lineage":["https://openalex.org/I2802017950","https://openalex.org/I4210142472","https://openalex.org/I99464096"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Fabian Kloosterman","raw_affiliation_strings":["Neuro-Electronics Research Flanders, Leuven, Belgium; Imec, Leuven, Belgium; and Brain and Cognition Research Unit, KU Leuven 3000, Belgium","Neuro-Electronics Research Flanders, Leuven, Belgium","Imec, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuro-Electronics Research Flanders, Leuven, Belgium; Imec, Leuven, Belgium; and Brain and Cognition Research Unit, KU Leuven 3000, Belgium","institution_ids":["https://openalex.org/I4210142472","https://openalex.org/I99464096"]},{"raw_affiliation_string":"Neuro-Electronics Research Flanders, Leuven, Belgium","institution_ids":["https://openalex.org/I4210142472"]},{"raw_affiliation_string":"Imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115594439","display_name":"Matthew A. Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew A. Wilson","raw_affiliation_strings":["Picower Institute for Learning and Memory, MIT, Cambridge, MA 02139, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Picower Institute for Learning and Memory, MIT, Cambridge, MA 02139, U.S.A","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088809750","display_name":"Sridevi V. Sarma","orcid":"https://orcid.org/0000-0002-4817-6625"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sridevi V. Sarma","raw_affiliation_strings":["Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, U.S.A","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055249346","https://openalex.org/A5088809750","https://openalex.org/A5100457703","https://openalex.org/A5113477222","https://openalex.org/A5115594439"],"corresponding_institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436","https://openalex.org/I4210114974","https://openalex.org/I4210142472","https://openalex.org/I57206974","https://openalex.org/I63966007","https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":2.0199,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84875669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"7","first_page":"1356","last_page":"1387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.9991000294685364,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9988999962806702,"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/receptive-field","display_name":"Receptive field","score":0.7590968608856201},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6806918978691101},{"id":"https://openalex.org/keywords/entorhinal-cortex","display_name":"Entorhinal cortex","score":0.6100161075592041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980352759361267},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5647631883621216},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5094905495643616},{"id":"https://openalex.org/keywords/place-cell","display_name":"Place cell","score":0.47100797295570374},{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.4525229334831238},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.4422897398471832},{"id":"https://openalex.org/keywords/spike-train","display_name":"Spike train","score":0.4220760762691498},{"id":"https://openalex.org/keywords/hippocampal-formation","display_name":"Hippocampal formation","score":0.41574251651763916},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4147254526615143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3672592043876648},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27940797805786133},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13053879141807556}],"concepts":[{"id":"https://openalex.org/C19071747","wikidata":"https://www.wikidata.org/wiki/Q1755207","display_name":"Receptive field","level":2,"score":0.7590968608856201},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6806918978691101},{"id":"https://openalex.org/C2780715579","wikidata":"https://www.wikidata.org/wiki/Q2603645","display_name":"Entorhinal cortex","level":3,"score":0.6100161075592041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980352759361267},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5647631883621216},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5094905495643616},{"id":"https://openalex.org/C2781369091","wikidata":"https://www.wikidata.org/wiki/Q2303730","display_name":"Place cell","level":3,"score":0.47100797295570374},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.4525229334831238},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.4422897398471832},{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.4220760762691498},{"id":"https://openalex.org/C148762608","wikidata":"https://www.wikidata.org/wiki/Q3748185","display_name":"Hippocampal formation","level":2,"score":0.41574251651763916},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4147254526615143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3672592043876648},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27940797805786133},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13053879141807556},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018709","descriptor_name":"Statistics, Nonparametric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020318","descriptor_name":"Rats, Long-Evans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020318","descriptor_name":"Rats, Long-Evans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020318","descriptor_name":"Rats, Long-Evans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/neco_a_00847","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00847","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:27172447","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27172447","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural computation","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/569023","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/569023/1/103679.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computation, vol. 28 (7), (1356-87)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3762878349","display_name":null,"funder_award_id":"R01- MH06197","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6287991660","display_name":null,"funder_award_id":"TR01-GM10498","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1528905581","https://openalex.org/W1570751785","https://openalex.org/W1585564530","https://openalex.org/W1589992373","https://openalex.org/W1900772788","https://openalex.org/W1971793807","https://openalex.org/W1975612794","https://openalex.org/W1992803127","https://openalex.org/W1995904819","https://openalex.org/W1996736088","https://openalex.org/W1997692559","https://openalex.org/W2010775339","https://openalex.org/W2012009478","https://openalex.org/W2022865306","https://openalex.org/W2026412621","https://openalex.org/W2026545530","https://openalex.org/W2033277472","https://openalex.org/W2046906711","https://openalex.org/W2060841481","https://openalex.org/W2069519142","https://openalex.org/W2078575897","https://openalex.org/W2079418422","https://openalex.org/W2096038694","https://openalex.org/W2110242299","https://openalex.org/W2116341396","https://openalex.org/W2116905996","https://openalex.org/W2123213117","https://openalex.org/W2125498357","https://openalex.org/W2129905273","https://openalex.org/W2129983824","https://openalex.org/W2131357693","https://openalex.org/W2132611303","https://openalex.org/W2141221147","https://openalex.org/W2149942699","https://openalex.org/W2151297684","https://openalex.org/W2159229958","https://openalex.org/W2160688722","https://openalex.org/W2160747081","https://openalex.org/W2164531428","https://openalex.org/W2166074189","https://openalex.org/W2169183612","https://openalex.org/W2194183784","https://openalex.org/W2296319761","https://openalex.org/W2396835435","https://openalex.org/W2424047958","https://openalex.org/W2596585349","https://openalex.org/W2597289420","https://openalex.org/W2949799787","https://openalex.org/W3145143011","https://openalex.org/W4233014035","https://openalex.org/W4250589301","https://openalex.org/W4293402333","https://openalex.org/W4294940931"],"related_works":["https://openalex.org/W2556174952","https://openalex.org/W2170780622","https://openalex.org/W2951851023","https://openalex.org/W2170430044","https://openalex.org/W1521110636","https://openalex.org/W2116053054","https://openalex.org/W2012701255","https://openalex.org/W2953810685","https://openalex.org/W2804144015","https://openalex.org/W2098314971"],"abstract_inverted_index":{"Pyramidal":[0],"neurons":[1],"recorded":[2],"from":[3,28,94,172],"the":[4,34,86,199,203],"rat":[5],"hippocampus":[6],"and":[7,13,134,159,168,182],"entorhinal":[8,160],"cortex,":[9],"such":[10],"as":[11],"place":[12,157],"grid":[14,161],"cells,":[15],"have":[16,99],"diverse":[17],"receptive":[18,75,132,205],"fields,":[19],"which":[20],"are":[21],"either":[22],"unimodal":[23],"or":[24,91],"multimodal.":[25],"Spiking":[26],"activity":[27,48,98],"these":[29,113],"cells":[30,158],"encodes":[31],"information":[32],"about":[33],"spatial":[35,131],"position":[36],"of":[37,61,155,188,202],"a":[38,45,68,119,149],"freely":[39],"foraging":[40],"rat.":[41],"At":[42],"fine":[43],"timescales,":[44],"neuron's":[46,204],"spike":[47,55,79,103,135],"also":[49],"depends":[50],"significantly":[51,177],"on":[52,102,153,185],"its":[53],"own":[54],"history.":[56],"However,":[57],"due":[58],"to":[59,70,84,198],"limitations":[60],"current":[62],"parametric":[63],"modeling":[64,128],"approaches,":[65],"it":[66],"remains":[67,196],"challenge":[69],"estimate":[71],"complex,":[72],"multimodal":[73],"neuronal":[74,105],"fields":[76,133],"while":[77],"incorporating":[78],"history":[80,136],"dependence.":[81],"Furthermore,":[82],"efforts":[83],"decode":[85],"rat's":[87,150],"trajectory":[88,151],"in":[89],"one-":[90],"two-dimensional":[92],"space":[93],"hippocampal":[95,156],"ensemble":[96],"spiking":[97],"mainly":[100],"focused":[101],"history-independent":[104],"encoding":[106,124,167,181],"models.":[107],"In":[108,191],"this":[109,139],"letter,":[110],"we":[111,143],"address":[112],"two":[114],"important":[115],"issues":[116],"by":[117],"extending":[118],"recently":[120],"introduced":[121],"nonparametric":[122,141],"neural":[123],"framework":[125],"that":[126,165],"allows":[127],"both":[129,166],"complex":[130],"dependencies.":[137],"Using":[138],"extended":[140],"approach,":[142],"develop":[144],"novel":[145],"algorithms":[146],"for":[147],"decoding":[148,169,183],"based":[152],"recordings":[154],"cells.":[162],"Results":[163],"show":[164],"models":[170,184],"derived":[171],"our":[173,193],"new":[174],"method":[175],"performed":[176],"better":[178],"than":[179],"state-of-the-art":[180],"6":[186],"minutes":[187],"test":[189],"data.":[190],"addition,":[192],"model's":[194],"performance":[195],"invariant":[197],"apparent":[200],"modality":[201],"field.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
