{"id":"https://openalex.org/W4226239326","doi":"https://doi.org/10.1007/s00422-022-00926-9","title":"Neural kernels for recursive support vector regression as a model for episodic memory","display_name":"Neural kernels for recursive support vector regression as a model for episodic memory","publication_year":2022,"publication_date":"2022-03-29","ids":{"openalex":"https://openalex.org/W4226239326","doi":"https://doi.org/10.1007/s00422-022-00926-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/35348879"},"language":"en","primary_location":{"id":"doi:10.1007/s00422-022-00926-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00422-022-00926-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00422-022-00926-9.pdf","source":{"id":"https://openalex.org/S87357125","display_name":"Biological Cybernetics","issn_l":"0340-1200","issn":["0340-1200","1432-0770"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00422-022-00926-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013263880","display_name":"Christian Leibold","orcid":"https://orcid.org/0000-0002-4859-8000"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]},{"id":"https://openalex.org/I4210098324","display_name":"Bernstein Center for Computational Neuroscience Freiburg","ror":"https://ror.org/010p50m34","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210098324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Leibold","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Biologie & Bernstein Center Freiburg, Albert-Ludwigs-Universit\u00e4t Freiburg, Hansastr. 9a, Freiburg, 79104, Germany. christian.leibold@biologie.uni-freiburg.de","Fakult\u00e4t f\u00fcr Biologie & Bernstein Center Freiburg, Albert-Ludwigs-Universit\u00e4t Freiburg, Hansastr. 9a, Freiburg, 79104, Germany"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Biologie & Bernstein Center Freiburg, Albert-Ludwigs-Universit\u00e4t Freiburg, Hansastr. 9a, Freiburg, 79104, Germany. christian.leibold@biologie.uni-freiburg.de","institution_ids":[]},{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Biologie & Bernstein Center Freiburg, Albert-Ludwigs-Universit\u00e4t Freiburg, Hansastr. 9a, Freiburg, 79104, Germany","institution_ids":["https://openalex.org/I4210098324","https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013263880"],"corresponding_institution_ids":["https://openalex.org/I161046081","https://openalex.org/I4210098324"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":{"value":2790,"currency":"EUR","value_usd":3590},"fwci":0.3525,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53971788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"116","issue":"3","first_page":"377","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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"}},"topics":[{"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/T10448","display_name":"Memory and Neural Mechanisms","score":0.9979000091552734,"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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.6053348183631897},{"id":"https://openalex.org/keywords/episodic-memory","display_name":"Episodic memory","score":0.5848374366760254},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5622661709785461},{"id":"https://openalex.org/keywords/neural-substrate","display_name":"Neural substrate","score":0.5299535989761353},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5105422735214233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4942353069782257},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.44041168689727783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43539977073669434},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3913232684135437},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3638002872467041},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3595782518386841},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3156132102012634},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.25068897008895874},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.24015697836875916}],"concepts":[{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.6053348183631897},{"id":"https://openalex.org/C88576662","wikidata":"https://www.wikidata.org/wiki/Q18646","display_name":"Episodic memory","level":3,"score":0.5848374366760254},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5622661709785461},{"id":"https://openalex.org/C7033854","wikidata":"https://www.wikidata.org/wiki/Q17130699","display_name":"Neural substrate","level":3,"score":0.5299535989761353},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5105422735214233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4942353069782257},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.44041168689727783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43539977073669434},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3913232684135437},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3638002872467041},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3595782518386841},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3156132102012634},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.25068897008895874},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.24015697836875916}],"mesh":[{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011939","descriptor_name":"Mental Recall","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011939","descriptor_name":"Mental Recall","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011939","descriptor_name":"Mental Recall","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061212","descriptor_name":"Memory, Episodic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061212","descriptor_name":"Memory, Episodic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061212","descriptor_name":"Memory, Episodic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s00422-022-00926-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00422-022-00926-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00422-022-00926-9.pdf","source":{"id":"https://openalex.org/S87357125","display_name":"Biological Cybernetics","issn_l":"0340-1200","issn":["0340-1200","1432-0770"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Cybernetics","raw_type":"journal-article"},{"id":"pmid:35348879","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35348879","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":"Biological cybernetics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9170657","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9170657","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Biol Cybern","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s00422-022-00926-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00422-022-00926-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00422-022-00926-9.pdf","source":{"id":"https://openalex.org/S87357125","display_name":"Biological Cybernetics","issn_l":"0340-1200","issn":["0340-1200","1432-0770"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Cybernetics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6355255159","display_name":null,"funder_award_id":"LE2250/13-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8330397625","display_name":null,"funder_award_id":"Funding","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8928656450","display_name":null,"funder_award_id":"Projekt DEAL","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226239326.pdf","grobid_xml":"https://content.openalex.org/works/W4226239326.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W391985582","https://openalex.org/W1523400967","https://openalex.org/W1540155273","https://openalex.org/W1572357197","https://openalex.org/W1585564530","https://openalex.org/W1608785134","https://openalex.org/W1661597557","https://openalex.org/W1668237592","https://openalex.org/W1853558589","https://openalex.org/W1979854415","https://openalex.org/W1981998044","https://openalex.org/W1988115241","https://openalex.org/W1994363342","https://openalex.org/W2008179265","https://openalex.org/W2014806995","https://openalex.org/W2016589492","https://openalex.org/W2018187135","https://openalex.org/W2027968420","https://openalex.org/W2041656098","https://openalex.org/W2045416664","https://openalex.org/W2050758723","https://openalex.org/W2051100750","https://openalex.org/W2060671266","https://openalex.org/W2061233919","https://openalex.org/W2076735150","https://openalex.org/W2080015534","https://openalex.org/W2085256822","https://openalex.org/W2086607961","https://openalex.org/W2090722674","https://openalex.org/W2099231026","https://openalex.org/W2101222204","https://openalex.org/W2103179919","https://openalex.org/W2103496339","https://openalex.org/W2112902525","https://openalex.org/W2118706537","https://openalex.org/W2127918219","https://openalex.org/W2128084896","https://openalex.org/W2131385186","https://openalex.org/W2134396573","https://openalex.org/W2143131512","https://openalex.org/W2151718948","https://openalex.org/W2155997772","https://openalex.org/W2156909104","https://openalex.org/W2171865010","https://openalex.org/W2908664654","https://openalex.org/W2949722813","https://openalex.org/W2963003308","https://openalex.org/W3000888785","https://openalex.org/W3200587396","https://openalex.org/W4238228282"],"related_works":["https://openalex.org/W3192662224","https://openalex.org/W131743439","https://openalex.org/W2998821156","https://openalex.org/W4389072666","https://openalex.org/W2887258823","https://openalex.org/W4300888463","https://openalex.org/W1977441045","https://openalex.org/W3010296725","https://openalex.org/W2141764232","https://openalex.org/W2023518147"],"abstract_inverted_index":{"Retrieval":[0],"of":[1,7,13,48,64,66,79,97,125],"episodic":[2],"memories":[3,15],"requires":[4],"intrinsic":[5],"reactivation":[6],"neuronal":[8,50],"activity":[9],"patterns.":[10],"The":[11,70,100,115],"content":[12],"the":[14,34,40,46,53,61,94,98],"is":[16,72,90,117],"thereby":[17],"assumed":[18],"to":[19,52,60],"be":[20],"stored":[21],"in":[22,30,45],"synaptic":[23,35],"connections.":[24],"This":[25],"paper":[26,101],"proposes":[27],"a":[28,49,75,108],"theory":[29,71,116],"which":[31],"these":[32],"are":[33,107],"connections":[36],"that":[37,57,83,89,103],"specifically":[38],"convey":[39],"temporal":[41],"order":[42],"information":[43],"contained":[44],"sequences":[47,106],"reservoir":[51],"sensory-motor":[54],"cortical":[55],"areas":[56],"give":[58],"rise":[59],"subjective":[62],"impression":[63],"retrieval":[65],"sensory":[67],"motor":[68],"events.":[69],"based":[73],"on":[74],"novel":[76],"recursive":[77],"version":[78],"support":[80],"vector":[81],"regression":[82],"allows":[84],"for":[85],"efficient":[86],"continuous":[87],"learning":[88],"only":[91],"limited":[92],"by":[93],"representational":[95],"capacity":[96],"reservoir.":[99,114],"argues":[102],"hippocampal":[104],"theta":[105],"potential":[109],"neural":[110],"substrate":[111],"underlying":[112],"this":[113],"consistent":[118],"with":[119],"confabulations":[120],"and":[121],"post":[122],"hoc":[123],"alterations":[124],"existing":[126],"memories.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}