{"id":"https://openalex.org/W4225897269","doi":"https://doi.org/10.1007/s12559-022-09994-2","title":"Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation","display_name":"Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation","publication_year":2022,"publication_date":"2022-02-05","ids":{"openalex":"https://openalex.org/W4225897269","doi":"https://doi.org/10.1007/s12559-022-09994-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/37771569"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-022-09994-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-022-09994-2","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10530699/pdf/nihms-1783417.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044643238","display_name":"Xiaohe Xue","orcid":"https://orcid.org/0000-0002-7225-6262"},"institutions":[{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"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":false,"raw_author_name":"Xiaohe Xue","raw_affiliation_strings":["Courant Institute of Mathematical Sciences, New York University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-7225-6262","affiliations":[{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003853545","display_name":"Ralf Wimmer","orcid":"https://orcid.org/0000-0002-8596-0574"},"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":false,"raw_author_name":"Ralf D. Wimmer","raw_affiliation_strings":["Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084779684","display_name":"Michael M. Halassa","orcid":"https://orcid.org/0000-0003-1386-0336"},"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":false,"raw_author_name":"Michael M. Halassa","raw_affiliation_strings":["Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1386-0336","affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","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 Sage Chen","raw_affiliation_strings":["Department of Neuroscience and Physiology, New York University School of Medicine, New York, NY, USA","Department of Psychiatry, New York University School of Medicine, New York, NY, USA","Neuroscience Institute, New York University School of Medicine, New York, NY, USA","Department of Psychiatry, New York University School of Medicine, One Park Avenue, Rm 8-226, New York, 10016, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-6483-6056","affiliations":[{"raw_affiliation_string":"Department of Neuroscience and Physiology, New York University School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Department of Psychiatry, New York University School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Neuroscience Institute, New York University School of Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Department of Psychiatry, New York University School of Medicine, One Park Avenue, Rm 8-226, New York, 10016, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100457703"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.9467,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71731316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"15","issue":"4","first_page":"1167","last_page":"1189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.8474000096321106,"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":0.8474000096321106,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.07349999994039536,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.026799999177455902,"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/computer-science","display_name":"Computer science","score":0.6887706518173218},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6226074695587158},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.5870206952095032},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5663152933120728},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5433599948883057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5350417494773865},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.46077364683151245},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.45890775322914124},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.42391911149024963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34379276633262634},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1831609010696411},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12947943806648254},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11850407719612122},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0877191424369812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6887706518173218},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6226074695587158},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.5870206952095032},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5663152933120728},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5433599948883057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5350417494773865},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.46077364683151245},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.45890775322914124},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.42391911149024963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34379276633262634},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1831609010696411},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12947943806648254},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11850407719612122},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0877191424369812},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12559-022-09994-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-022-09994-2","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},{"id":"pmid:37771569","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37771569","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":"Cognitive computation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10530699","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10530699","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10530699/pdf/nihms-1783417.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":"Cognit Comput","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10530699","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10530699","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10530699/pdf/nihms-1783417.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":"Cognit Comput","raw_type":"Text"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2605328533","display_name":"NCS-FO: Closed-loop neuromodulation for chronic pain","funder_award_id":"1835000","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7085664789","display_name":null,"funder_award_id":"118928","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G7087696612","display_name":null,"funder_award_id":"R01-MH118928","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8143594196","display_name":null,"funder_award_id":"1835000","funder_id":"https://openalex.org/F4320337390","funder_display_name":"Division of Chemical, Bioengineering, Environmental, and Transport Systems"},{"id":"https://openalex.org/G8698347643","display_name":null,"funder_award_id":"R01 MH118928","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337390","display_name":"Division of Chemical, Bioengineering, Environmental, and Transport Systems","ror":"https://ror.org/0471zv972"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225897269.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1972400371","https://openalex.org/W1977906889","https://openalex.org/W1991630689","https://openalex.org/W2006370340","https://openalex.org/W2018052576","https://openalex.org/W2025166739","https://openalex.org/W2047125104","https://openalex.org/W2054113233","https://openalex.org/W2069845225","https://openalex.org/W2099231026","https://openalex.org/W2102701721","https://openalex.org/W2110240734","https://openalex.org/W2152868521","https://openalex.org/W2154697573","https://openalex.org/W2165586822","https://openalex.org/W2165639766","https://openalex.org/W2200681203","https://openalex.org/W2280725856","https://openalex.org/W2295845209","https://openalex.org/W2297363866","https://openalex.org/W2520280309","https://openalex.org/W2560647685","https://openalex.org/W2587185495","https://openalex.org/W2610186267","https://openalex.org/W2611485120","https://openalex.org/W2620474507","https://openalex.org/W2737492962","https://openalex.org/W2770126130","https://openalex.org/W2774743895","https://openalex.org/W2786406982","https://openalex.org/W2798878556","https://openalex.org/W2808550672","https://openalex.org/W2885859974","https://openalex.org/W2898524098","https://openalex.org/W2899696887","https://openalex.org/W2905533880","https://openalex.org/W2907378848","https://openalex.org/W2908124316","https://openalex.org/W2952395051","https://openalex.org/W2970333113","https://openalex.org/W2981305449","https://openalex.org/W2982158940","https://openalex.org/W2984844508","https://openalex.org/W3002831475","https://openalex.org/W3007981140","https://openalex.org/W3016391357","https://openalex.org/W3043133474","https://openalex.org/W3100123778","https://openalex.org/W3102087395","https://openalex.org/W3105906777","https://openalex.org/W3112931590","https://openalex.org/W3121432329","https://openalex.org/W3156661050","https://openalex.org/W3175513531","https://openalex.org/W3188720406","https://openalex.org/W3202229880","https://openalex.org/W3210812774","https://openalex.org/W4310895557","https://openalex.org/W6603571370"],"related_works":["https://openalex.org/W1980342602","https://openalex.org/W430449491","https://openalex.org/W4231775656","https://openalex.org/W3161870944","https://openalex.org/W2104527583","https://openalex.org/W3213345547","https://openalex.org/W1518895533","https://openalex.org/W2046435967","https://openalex.org/W3004359024","https://openalex.org/W2065031478"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
