{"id":"https://openalex.org/W4323667944","doi":"https://doi.org/10.3389/fninf.2023.1134405","title":"CoBeL-RL: A neuroscience-oriented simulation framework for complex behavior and learning","display_name":"CoBeL-RL: A neuroscience-oriented simulation framework for complex behavior and learning","publication_year":2023,"publication_date":"2023-03-08","ids":{"openalex":"https://openalex.org/W4323667944","doi":"https://doi.org/10.3389/fninf.2023.1134405","pmid":"https://pubmed.ncbi.nlm.nih.gov/36970657"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2023.1134405","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2023.1134405","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2023.1134405/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fninf.2023.1134405/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084661783","display_name":"Nicolas Diekmann","orcid":"https://orcid.org/0000-0003-3638-7617"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nicolas Diekmann","raw_affiliation_strings":["Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","International Graduate School of Neuroscience, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"International Graduate School of Neuroscience, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009383671","display_name":"Sandhiya Vijayabaskaran","orcid":"https://orcid.org/0000-0002-9011-2721"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sandhiya Vijayabaskaran","raw_affiliation_strings":["Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112710520","display_name":"Xiangshuai Zeng","orcid":"https://orcid.org/0000-0001-9453-2988"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiangshuai Zeng","raw_affiliation_strings":["Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","International Graduate School of Neuroscience, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]},{"raw_affiliation_string":"International Graduate School of Neuroscience, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052732444","display_name":"David Kappel","orcid":"https://orcid.org/0000-0001-5942-4033"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Kappel","raw_affiliation_strings":["Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061307901","display_name":"Matheus Chaves Menezes","orcid":"https://orcid.org/0000-0001-8676-1131"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus Chaves Menezes","raw_affiliation_strings":["Laboratory of Artificial Cognition Methods for Optimisation and Robotics, Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Artificial Cognition Methods for Optimisation and Robotics, Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082936256","display_name":"Sen Cheng","orcid":"https://orcid.org/0000-0002-6719-8029"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sen Cheng","raw_affiliation_strings":["Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science, Institute for Neural Computation, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082936256"],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":2.3404,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88082723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"1134405","last_page":"1134405"},"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":0.9966999888420105,"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/T11685","display_name":"Zebrafish Biomedical Research Applications","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8135750889778137},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7389872074127197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6027998328208923},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5933621525764465},{"id":"https://openalex.org/keywords/computational-neuroscience","display_name":"Computational neuroscience","score":0.5390140414237976},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.49401170015335083},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4729318916797638},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40132343769073486},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37847796082496643},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12019887566566467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135750889778137},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7389872074127197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6027998328208923},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5933621525764465},{"id":"https://openalex.org/C15286952","wikidata":"https://www.wikidata.org/wiki/Q8037925","display_name":"Computational neuroscience","level":2,"score":0.5390140414237976},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.49401170015335083},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4729318916797638},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40132343769073486},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37847796082496643},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12019887566566467},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fninf.2023.1134405","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2023.1134405","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2023.1134405/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:36970657","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36970657","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":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10033763","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10033763","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10033763/pdf/fninf-17-1134405.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"Front Neuroinform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3fb5c86ff5014178b1b3867676ccbec9","is_oa":true,"landing_page_url":"https://doaj.org/article/3fb5c86ff5014178b1b3867676ccbec9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 17 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fninf.2023.1134405","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2023.1134405","pdf_url":"https://www.frontiersin.org/articles/10.3389/fninf.2023.1134405/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G398938785","display_name":null,"funder_award_id":"316803389","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4070988349","display_name":null,"funder_award_id":"SFB 1280","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G723005418","display_name":null,"funder_award_id":"419037518","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":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4323667944.pdf"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1585477582","https://openalex.org/W1595483645","https://openalex.org/W1625285711","https://openalex.org/W1858064216","https://openalex.org/W1969565375","https://openalex.org/W1970792572","https://openalex.org/W1982120864","https://openalex.org/W1991355578","https://openalex.org/W2000214310","https://openalex.org/W2021403842","https://openalex.org/W2050553840","https://openalex.org/W2052362533","https://openalex.org/W2052515926","https://openalex.org/W2054949188","https://openalex.org/W2070539152","https://openalex.org/W2101254766","https://openalex.org/W2110997285","https://openalex.org/W2117726420","https://openalex.org/W2121322604","https://openalex.org/W2124334449","https://openalex.org/W2136820623","https://openalex.org/W2141559645","https://openalex.org/W2145339207","https://openalex.org/W2160578730","https://openalex.org/W2160654481","https://openalex.org/W2165558283","https://openalex.org/W2167490703","https://openalex.org/W2171327728","https://openalex.org/W2257979135","https://openalex.org/W2294876988","https://openalex.org/W2384495648","https://openalex.org/W2436711315","https://openalex.org/W2521863123","https://openalex.org/W2766447205","https://openalex.org/W2784570041","https://openalex.org/W2785527097","https://openalex.org/W2800142021","https://openalex.org/W2811374584","https://openalex.org/W2889987506","https://openalex.org/W2891816309","https://openalex.org/W2895961990","https://openalex.org/W2949369413","https://openalex.org/W2951975928","https://openalex.org/W2952504784","https://openalex.org/W2963477884","https://openalex.org/W2963934958","https://openalex.org/W2970109871","https://openalex.org/W2973173581","https://openalex.org/W2977296428","https://openalex.org/W3022532439","https://openalex.org/W3041566370","https://openalex.org/W3045753504","https://openalex.org/W3080790892","https://openalex.org/W3100718033","https://openalex.org/W3110407821","https://openalex.org/W3112349766","https://openalex.org/W3128412492","https://openalex.org/W3169139819","https://openalex.org/W3184683335","https://openalex.org/W3210472963","https://openalex.org/W3217584940","https://openalex.org/W4212774754","https://openalex.org/W4221065904","https://openalex.org/W4288440880","https://openalex.org/W4297549352","https://openalex.org/W4297804343","https://openalex.org/W4297887856","https://openalex.org/W4307698912","https://openalex.org/W4324129500","https://openalex.org/W4394652010","https://openalex.org/W4394666657","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2045155990","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4313163053","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474"],"abstract_inverted_index":{"Reinforcement":[0],"learning":[1,45,95,128],"(RL)":[2],"has":[3,23],"become":[4],"a":[5,46,121,138,150,171,175],"popular":[6],"paradigm":[7],"for":[8,141,210,220],"modeling":[9],"animal":[10],"behavior,":[11],"analyzing":[12,213],"neuronal":[13],"representations,":[14],"and":[15,38,50,59,127,132,145,157,182,196,202,212,215,218],"studying":[16],"their":[17,60],"emergence":[18],"during":[19],"learning.":[20],"This":[21],"development":[22,55],"been":[24],"fueled":[25],"by":[26],"advances":[27],"in":[28,34,43,65,231,241],"understanding":[29],"the":[30,36,54,67,87,106,224,242],"role":[31],"of":[32,48,56,91,124,152,168,191,223,245],"RL":[33,131,192],"both":[35],"brain":[37],"artificial":[39],"intelligence.":[40],"However,":[41],"while":[42],"machine":[44],"set":[47,151,183],"tools":[49,96,209],"standardized":[51],"benchmarks":[52],"facilitate":[53],"new":[57],"methods":[58],"comparison":[61,90],"to":[62,100,102,228],"existing":[63],"ones,":[64],"neuroscience,":[66],"software":[68,83,243],"infrastructure":[69],"is":[70,200],"much":[71],"more":[72],"fragmented.":[73],"Even":[74],"if":[75],"sharing":[76],"theoretical":[77],"principles,":[78],"computational":[79,103,246],"studies":[80],"rarely":[81],"share":[82],"frameworks,":[84],"thereby":[85],"impeding":[86],"integration":[88],"or":[89,174],"different":[92,166],"results.":[93],"Machine":[94],"are":[97,109],"also":[98],"difficult":[99],"port":[101],"neuroscience":[104],"since":[105],"experimental":[107],"requirements":[108],"usually":[110],"not":[111],"well":[112],"aligned.":[113],"To":[114],"address":[115],"these":[116],"challenges":[117],"we":[118],"introduce":[119],"CoBeL-RL,":[120],"closed-loop":[122],"simulator":[123],"complex":[125,179],"behavior":[126,214],"based":[129],"on":[130],"deep":[133,197],"neural":[134],"networks.":[135],"It":[136],"provides":[137,208],"neuroscience-oriented":[139],"framework":[140],"efficiently":[142],"setting":[143],"up":[144,184],"running":[146],"simulations.":[147],"CoBeL-RL":[148,207,236],"offers":[149],"virtual":[153],"environments,":[154],"e.g.,":[155,170,194],"T-maze":[156],"Morris":[158],"water":[159],"maze,":[160],"which":[161],"can":[162,203],"be":[163,204],"simulated":[164],"at":[165],"levels":[167],"abstraction,":[169],"simple":[172],"gridworld":[173],"3D":[176],"environment":[177],"with":[178],"visual":[180],"stimuli,":[181],"using":[185],"intuitive":[186],"GUI":[187],"tools.":[188],"A":[189],"range":[190],"algorithms,":[193,199],"Dyna-Q":[195],"Q-network":[198],"provided":[201],"easily":[205],"extended.":[206],"monitoring":[211],"unit":[216],"activity,":[217],"allows":[219],"fine-grained":[221],"control":[222],"simulation":[225],"via":[226],"interfaces":[227],"relevant":[229],"points":[230],"its":[232],"closed-loop.":[233],"In":[234],"summary,":[235],"fills":[237],"an":[238],"important":[239],"gap":[240],"toolbox":[244],"neuroscience.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}