{"id":"https://openalex.org/W2419279234","doi":"https://doi.org/10.1371/journal.pcbi.1005258","title":"Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems","display_name":"Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems","publication_year":2016,"publication_date":"2016-12-14","ids":{"openalex":"https://openalex.org/W2419279234","doi":"https://doi.org/10.1371/journal.pcbi.1005258","mag":"2419279234","pmid":"https://pubmed.ncbi.nlm.nih.gov/27973557"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1005258","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005258","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005258&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005258&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043037494","display_name":"Guillaume Lajoie","orcid":"https://orcid.org/0000-0003-2730-7291"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210088711","display_name":"Max Planck Institute for Dynamics and Self-Organization","ror":"https://ror.org/0087djs12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210088711"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"Guillaume Lajoie","raw_affiliation_strings":["Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, G\u00f6ttingen, Germany","University of Washington Institute for Neuroengineering, University of Washington, Seattle, Washington, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I4210088711"]},{"raw_affiliation_string":"University of Washington Institute for Neuroengineering, University of Washington, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108030235","display_name":"Kevin K. Lin","orcid":"https://orcid.org/0000-0002-3694-544X"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin K. Lin","raw_affiliation_strings":["School of Mathematics, University of Arizona, Tucson, Arizona, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-3694-544X","affiliations":[{"raw_affiliation_string":"School of Mathematics, University of Arizona, Tucson, Arizona, United States of America","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113608171","display_name":"Jean-Philippe Thivierge","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Thivierge","raw_affiliation_strings":["School of Psychology, University of Ottawa, Ottawa, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychology, University of Ottawa, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046602924","display_name":"Eric Shea\u2010Brown","orcid":"https://orcid.org/0000-0002-9012-1396"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210138199","display_name":"University of Washington Applied Physics Laboratory","ror":"https://ror.org/03d17d270","country_code":"US","type":"facility","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138199"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Shea-Brown","raw_affiliation_strings":["Department of Applied Mathematics, University of Washington, Seattle, Washington, United States of America","Department of Physiology and Biophysics, University of Washington, Seattle, Washington, United States of America","University of Washington Institute for Neuroengineering, University of Washington, Seattle, Washington, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, University of Washington, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I4210138199"]},{"raw_affiliation_string":"Department of Physiology and Biophysics, University of Washington, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington Institute for Neuroengineering, University of Washington, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043037494"],"corresponding_institution_ids":["https://openalex.org/I201448701","https://openalex.org/I4210088711"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.4777,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.81101073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"e1005258","last_page":"e1005258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973999857902527,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.8672329187393188},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7538919448852539},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.6819526553153992},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.6686250567436218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981448292732239},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.44342461228370667},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4287579357624054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2817409038543701},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1878688633441925},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1812058687210083},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1396813690662384},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.11012524366378784}],"concepts":[{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.8672329187393188},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7538919448852539},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.6819526553153992},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.6686250567436218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981448292732239},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.44342461228370667},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4287579357624054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2817409038543701},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1878688633441925},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1812058687210083},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1396813690662384},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.11012524366378784},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"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":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1005258","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005258","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005258&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:27973557","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27973557","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:repository.arizona.edu:10150/622758","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/622758","pdf_url":null,"source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:arXiv.org:1604.07497","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.07497","pdf_url":"https://arxiv.org/pdf/1604.07497","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:plo:pcbi00:1005258","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005258","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:3f05dbf9db884766b71c9b14ee2eb705","is_oa":false,"landing_page_url":"https://doaj.org/article/3f05dbf9db884766b71c9b14ee2eb705","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 12, Iss 12, p e1005258 (2016)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5156368","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5156368","pdf_url":null,"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":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:pure.mpg.de:item_2398260","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-002C-68E6-D","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1005258","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005258","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005258&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1697937086","display_name":null,"funder_award_id":"DMS - 1056125","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3569688965","display_name":null,"funder_award_id":"5T90DA032436","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3750015971","display_name":"CAREER:  Bridging dynamical and statistical models of neural circuits --  a mechanistic approach to multi-spike synchrony","funder_award_id":"1056125","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G416194020","display_name":null,"funder_award_id":"DMS-1418775","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5173415386","display_name":null,"funder_award_id":"No. 210977 and No. 210989","funder_id":"https://openalex.org/F4320321487","funder_display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5909645947","display_name":null,"funder_award_id":"210977","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5945982611","display_name":null,"funder_award_id":"T90 DA032436","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7203717956","display_name":null,"funder_award_id":"210989","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8732407790","display_name":null,"funder_award_id":"6105509","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306854","display_name":"Washington Research Foundation","ror":"https://ror.org/00hasdx88"},{"id":"https://openalex.org/F4320310630","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16"},{"id":"https://openalex.org/F4320321115","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/00n8pjn35"},{"id":"https://openalex.org/F4320321487","display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2419279234.pdf","grobid_xml":"https://content.openalex.org/works/W2419279234.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W316919195","https://openalex.org/W592485236","https://openalex.org/W1222544342","https://openalex.org/W1499761551","https://openalex.org/W1575104486","https://openalex.org/W1582051163","https://openalex.org/W1587712743","https://openalex.org/W1594210692","https://openalex.org/W1661597557","https://openalex.org/W1802196594","https://openalex.org/W1964309659","https://openalex.org/W1984215466","https://openalex.org/W1988357356","https://openalex.org/W1989836324","https://openalex.org/W1990653738","https://openalex.org/W1998367480","https://openalex.org/W2001155429","https://openalex.org/W2008284899","https://openalex.org/W2008862590","https://openalex.org/W2015269857","https://openalex.org/W2023097449","https://openalex.org/W2025054170","https://openalex.org/W2027152285","https://openalex.org/W2027583291","https://openalex.org/W2027802883","https://openalex.org/W2028529429","https://openalex.org/W2046943246","https://openalex.org/W2047125104","https://openalex.org/W2051526952","https://openalex.org/W2054034433","https://openalex.org/W2062657255","https://openalex.org/W2062792982","https://openalex.org/W2062899906","https://openalex.org/W2071147887","https://openalex.org/W2074115248","https://openalex.org/W2074693497","https://openalex.org/W2074706357","https://openalex.org/W2074942478","https://openalex.org/W2079166245","https://openalex.org/W2080216655","https://openalex.org/W2082256896","https://openalex.org/W2097560155","https://openalex.org/W2099231026","https://openalex.org/W2106566258","https://openalex.org/W2115831804","https://openalex.org/W2116494657","https://openalex.org/W2117509237","https://openalex.org/W2119821739","https://openalex.org/W2123918978","https://openalex.org/W2130506326","https://openalex.org/W2131215403","https://openalex.org/W2134055773","https://openalex.org/W2138704896","https://openalex.org/W2141895024","https://openalex.org/W2145036121","https://openalex.org/W2150395711","https://openalex.org/W2152280100","https://openalex.org/W2153201079","https://openalex.org/W2156432573","https://openalex.org/W2160645575","https://openalex.org/W2168248818","https://openalex.org/W2172294131","https://openalex.org/W2173837240","https://openalex.org/W2184272066","https://openalex.org/W2963630453","https://openalex.org/W3099224472","https://openalex.org/W3105747146","https://openalex.org/W3122320823","https://openalex.org/W3127687118","https://openalex.org/W4211042066","https://openalex.org/W4239510810","https://openalex.org/W4242172554","https://openalex.org/W4300645796","https://openalex.org/W6638289364","https://openalex.org/W6641699025","https://openalex.org/W6657448703","https://openalex.org/W6674609164","https://openalex.org/W6679879516"],"related_works":["https://openalex.org/W2006887475","https://openalex.org/W2055371868","https://openalex.org/W2377672665","https://openalex.org/W2372020181","https://openalex.org/W2156531654","https://openalex.org/W1581723585","https://openalex.org/W4378714697","https://openalex.org/W2294330161","https://openalex.org/W2253069048","https://openalex.org/W2804553224"],"abstract_inverted_index":{"Highly":[0],"connected":[1],"recurrent":[2,164],"neural":[3],"networks":[4,27,73,100,139,165],"often":[5],"produce":[6,101],"chaotic":[7,99,138],"dynamics,":[8],"meaning":[9],"their":[10],"precise":[11,169],"activity":[12],"is":[13,38,156],"sensitive":[14,112],"to":[15,90,113,127,134],"small":[16,46,142],"perturbations.":[17],"What":[18],"are":[19],"the":[20,34,58,65,158],"consequences":[21],"of":[22,30,42,67,118,120,144,160,171],"chaos":[23,37,68,162],"for":[24,86],"how":[25],"such":[26],"encode":[28,106,147],"streams":[29],"temporal":[31,172],"stimuli?":[32],"On":[33,57],"one":[35,122],"hand,":[36,60],"a":[39,76,110],"strong":[40,161],"source":[41],"randomness,":[43],"suggesting":[44,80],"that":[45,64,69,81,97,104,141,157],"changes":[47],"in":[48,71,163],"stimuli":[49,173],"will":[50],"be":[51,84,91],"obscured":[52],"by":[53],"intrinsically":[54],"generated":[55],"variability.":[56],"other":[59],"recent":[61],"work":[62],"shows":[63],"type":[66],"occurs":[70],"spiking":[72],"can":[74,123,146],"have":[75],"surprisingly":[77],"low-dimensional":[78],"structure,":[79],"there":[82],"may":[83],"room":[85],"fine":[87],"stimulus":[88],"features":[89],"precisely":[92],"resolved.":[93],"Here":[94],"we":[95],"show":[96],"strongly":[98],"patterned":[102],"spikes":[103],"reliably":[105],"time-dependent":[107],"stimuli:":[108],"using":[109],"decoder":[111],"spike":[114,175],"times":[115],"on":[116],"timescales":[117],"10's":[119],"ms,":[121],"easily":[124],"distinguish":[125],"responses":[126],"very":[128],"similar":[129],"inputs.":[130],"Moreover,":[131],"recurrence":[132],"serves":[133],"distribute":[135],"signals":[136,151],"throughout":[137],"so":[140],"groups":[143],"cells":[145],"substantial":[148],"information":[149],"about":[150],"arriving":[152],"elsewhere.":[153],"A":[154],"conclusion":[155],"presence":[159],"need":[166],"not":[167],"exclude":[168],"encoding":[170],"via":[174],"patterns.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
