{"id":"https://openalex.org/W2055139905","doi":"https://doi.org/10.1371/journal.pcbi.1003491","title":"Resolving Structural Variability in Network Models and the Brain","display_name":"Resolving Structural Variability in Network Models and the Brain","publication_year":2014,"publication_date":"2014-03-27","ids":{"openalex":"https://openalex.org/W2055139905","doi":"https://doi.org/10.1371/journal.pcbi.1003491","mag":"2055139905","pmid":"https://pubmed.ncbi.nlm.nih.gov/24675546"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1003491","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003491","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003491&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.1003491&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059771532","display_name":"Florian Klimm","orcid":"https://orcid.org/0000-0001-7209-5393"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]},{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Florian Klimm","raw_affiliation_strings":["Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America; Institut f\u00fcr Physik, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany; Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America","Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","Institut f\u00fcr Physik, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America; Institut f\u00fcr Physik, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany; Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","institution_ids":[]},{"raw_affiliation_string":"Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Institut f\u00fcr Physik, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009266404","display_name":"Danielle S. Bassett","orcid":"https://orcid.org/0000-0002-6183-4493"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Danielle S. Bassett","raw_affiliation_strings":["Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America; Sage Center for the Study of the Mind, University of California, Santa Barbara, Santa Barbara, California, United States of America; Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvannia, United States of America","Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvannia, United States of America","Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America","Sage Center for the Study of the Mind, University of California, Santa Barbara, Santa Barbara, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America; Sage Center for the Study of the Mind, University of California, Santa Barbara, Santa Barbara, California, United States of America; Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvannia, United States of America","institution_ids":[]},{"raw_affiliation_string":"Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvannia, United States of America","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Sage Center for the Study of the Mind, University of California, Santa Barbara, Santa Barbara, California, United States of America","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048096741","display_name":"Jean M. Carlson","orcid":"https://orcid.org/0000-0003-3271-8175"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jean M. Carlson","raw_affiliation_strings":["Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of California, Santa Barbara, Santa Barbara, California, United States of America","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054890347","display_name":"Peter J. Mucha","orcid":"https://orcid.org/0000-0002-0648-7230"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210132461","display_name":"Applied Physical Sciences (United States)","ror":"https://ror.org/03gf10a58","country_code":"US","type":"company","lineage":["https://openalex.org/I4210132461"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter J. Mucha","raw_affiliation_strings":["Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America; Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America; Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","institution_ids":[]},{"raw_affiliation_string":"Department of Mathematics, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, United States of America","institution_ids":["https://openalex.org/I4210132461"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009266404"],"corresponding_institution_ids":["https://openalex.org/I154570441","https://openalex.org/I79576946"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":8.1509,"has_fulltext":true,"cited_by_count":105,"citation_normalized_percentile":{"value":0.98264758,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"3","first_page":"e1003491","last_page":"e1003491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","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/T10241","display_name":"Functional Brain Connectivity Studies","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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/assortativity","display_name":"Assortativity","score":0.8667919635772705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5897257924079895},{"id":"https://openalex.org/keywords/degree-distribution","display_name":"Degree distribution","score":0.5221226811408997},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5007874965667725},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.486203134059906},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4830484986305237},{"id":"https://openalex.org/keywords/average-path-length","display_name":"Average path length","score":0.46642452478408813},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.45290547609329224},{"id":"https://openalex.org/keywords/connectomics","display_name":"Connectomics","score":0.41258516907691956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3778497874736786},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37718307971954346},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.33898860216140747},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.33527350425720215},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.31164348125457764},{"id":"https://openalex.org/keywords/shortest-path-problem","display_name":"Shortest path problem","score":0.237992525100708},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11837491393089294}],"concepts":[{"id":"https://openalex.org/C89694873","wikidata":"https://www.wikidata.org/wiki/Q4810299","display_name":"Assortativity","level":3,"score":0.8667919635772705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5897257924079895},{"id":"https://openalex.org/C87414783","wikidata":"https://www.wikidata.org/wiki/Q1002603","display_name":"Degree distribution","level":3,"score":0.5221226811408997},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5007874965667725},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.486203134059906},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4830484986305237},{"id":"https://openalex.org/C91886571","wikidata":"https://www.wikidata.org/wiki/Q432520","display_name":"Average path length","level":4,"score":0.46642452478408813},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.45290547609329224},{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.41258516907691956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3778497874736786},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37718307971954346},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.33898860216140747},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.33527350425720215},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.31164348125457764},{"id":"https://openalex.org/C22590252","wikidata":"https://www.wikidata.org/wiki/Q1058754","display_name":"Shortest path problem","level":3,"score":0.237992525100708},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11837491393089294},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017709","descriptor_name":"Fractals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017709","descriptor_name":"Fractals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017709","descriptor_name":"Fractals","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},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":10,"locations":[{"id":"doi:10.1371/journal.pcbi.1003491","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003491","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003491&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:24675546","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24675546","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:arXiv.org:1306.2893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1306.2893","pdf_url":"https://arxiv.org/pdf/1306.2893","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:CiteSeerX.psu:10.1.1.768.796","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.768.796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1306.2893.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.801.8487","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.801.8487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/97/bd/pcbi.1003491.PMC3967917.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:407c1ebd69964eff8927faf41de06ff1","is_oa":true,"landing_page_url":"https://doaj.org/article/407c1ebd69964eff8927faf41de06ff1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 10, Iss 3, p e1003491 (2014)","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt7x40s400","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/7x40s400","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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 10, iss 3","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2954204","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3967917","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/977444","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/_Resolving_Structural_Variability_in_Network_Models_and_the_Brain_/977444","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"},{"id":"pmh:oai:pubmedcentral.nih.gov:3967917","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3967917","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":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1003491","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003491","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003491&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/G1395352149","display_name":"CAREER: Model Fluid-Solid Interactions, Networks REUs, and BioCalculus","funder_award_id":"0645369","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3284194659","display_name":null,"funder_award_id":"W911NF-09-D-0001","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G4365921341","display_name":null,"funder_award_id":"W911NF-09-D-0001","funder_id":"https://openalex.org/F4320338502","funder_display_name":"Institute for Collaborative Biotechnologies"},{"id":"https://openalex.org/G4843867789","display_name":null,"funder_award_id":"DMS-0645369","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306193","display_name":"John Templeton Foundation","ror":"https://ror.org/035tnyy05"},{"id":"https://openalex.org/F4320312905","display_name":"Errett Fisher Foundation","ror":null},{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"},{"id":"https://openalex.org/F4320338502","display_name":"Institute for Collaborative Biotechnologies","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2055139905.pdf","grobid_xml":"https://content.openalex.org/works/W2055139905.grobid-xml"},"referenced_works_count":130,"referenced_works":["https://openalex.org/W102495628","https://openalex.org/W113124400","https://openalex.org/W390146837","https://openalex.org/W630423399","https://openalex.org/W1602847949","https://openalex.org/W1603661052","https://openalex.org/W1747101780","https://openalex.org/W1875112053","https://openalex.org/W1965173583","https://openalex.org/W1968603578","https://openalex.org/W1973353128","https://openalex.org/W1973532192","https://openalex.org/W1976593899","https://openalex.org/W1979170109","https://openalex.org/W1983099884","https://openalex.org/W1983485726","https://openalex.org/W1985932255","https://openalex.org/W1986098213","https://openalex.org/W1986896721","https://openalex.org/W1987202085","https://openalex.org/W1987924998","https://openalex.org/W1988913716","https://openalex.org/W1989962199","https://openalex.org/W1990300831","https://openalex.org/W1993673892","https://openalex.org/W1998071216","https://openalex.org/W1998752664","https://openalex.org/W1999653836","https://openalex.org/W2001915338","https://openalex.org/W2002367251","https://openalex.org/W2002807356","https://openalex.org/W2009090349","https://openalex.org/W2009650955","https://openalex.org/W2013492541","https://openalex.org/W2018049970","https://openalex.org/W2018774511","https://openalex.org/W2021947606","https://openalex.org/W2025543856","https://openalex.org/W2027767695","https://openalex.org/W2029173860","https://openalex.org/W2033220320","https://openalex.org/W2034958598","https://openalex.org/W2036931071","https://openalex.org/W2037902675","https://openalex.org/W2040956707","https://openalex.org/W2041951497","https://openalex.org/W2042422091","https://openalex.org/W2056299517","https://openalex.org/W2056705885","https://openalex.org/W2056880149","https://openalex.org/W2057245137","https://openalex.org/W2068252829","https://openalex.org/W2075893253","https://openalex.org/W2078174680","https://openalex.org/W2080105404","https://openalex.org/W2082520038","https://openalex.org/W2085394612","https://openalex.org/W2086021750","https://openalex.org/W2086848053","https://openalex.org/W2087763077","https://openalex.org/W2088905367","https://openalex.org/W2089458547","https://openalex.org/W2090357978","https://openalex.org/W2094426896","https://openalex.org/W2095293504","https://openalex.org/W2098580305","https://openalex.org/W2099927598","https://openalex.org/W2109273473","https://openalex.org/W2109726592","https://openalex.org/W2112090702","https://openalex.org/W2112745879","https://openalex.org/W2113654464","https://openalex.org/W2117391947","https://openalex.org/W2117415070","https://openalex.org/W2118050239","https://openalex.org/W2120970098","https://openalex.org/W2122609459","https://openalex.org/W2124637492","https://openalex.org/W2126650951","https://openalex.org/W2127048411","https://openalex.org/W2127070446","https://openalex.org/W2129057035","https://openalex.org/W2131181615","https://openalex.org/W2131681506","https://openalex.org/W2133015986","https://openalex.org/W2136395604","https://openalex.org/W2138991775","https://openalex.org/W2138996400","https://openalex.org/W2142029338","https://openalex.org/W2144321909","https://openalex.org/W2146406922","https://openalex.org/W2148606196","https://openalex.org/W2148791497","https://openalex.org/W2151936673","https://openalex.org/W2153280270","https://openalex.org/W2156737316","https://openalex.org/W2159549823","https://openalex.org/W2159929956","https://openalex.org/W2161515775","https://openalex.org/W2164249982","https://openalex.org/W2164485997","https://openalex.org/W2165096765","https://openalex.org/W2165895470","https://openalex.org/W2166148649","https://openalex.org/W2167822639","https://openalex.org/W2169528473","https://openalex.org/W2566550671","https://openalex.org/W2775369505","https://openalex.org/W2905110430","https://openalex.org/W2962725064","https://openalex.org/W2962881083","https://openalex.org/W3023807737","https://openalex.org/W3037085755","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3106209931","https://openalex.org/W3110051778","https://openalex.org/W3123255541","https://openalex.org/W4210345830","https://openalex.org/W4232078338","https://openalex.org/W4237078129","https://openalex.org/W4238108326","https://openalex.org/W4238452917","https://openalex.org/W4242608849","https://openalex.org/W4249130062","https://openalex.org/W4285092328","https://openalex.org/W4292156489","https://openalex.org/W4300030682","https://openalex.org/W6640570641","https://openalex.org/W7073545811"],"related_works":["https://openalex.org/W2035423614","https://openalex.org/W2159201770","https://openalex.org/W2063086397","https://openalex.org/W2389897766","https://openalex.org/W2888222179","https://openalex.org/W2114920609","https://openalex.org/W2351043639","https://openalex.org/W2131811254","https://openalex.org/W2507391891","https://openalex.org/W2387368331"],"abstract_inverted_index":{"Large-scale":[0],"white":[1],"matter":[2],"pathways":[3],"crisscrossing":[4],"the":[5,54,65,78,103,114,120,139,143,147,169,195,215,219,261,269,284],"cortex":[6],"create":[7],"a":[8,91,155,241,278],"complex":[9],"pattern":[10],"of":[11,39,53,67,106,108,248,263,287],"connectivity":[12],"that":[13,181,190,193,210,224,252,272],"underlies":[14],"human":[15,55,264],"cognitive":[16],"function.":[17],"Generative":[18],"mechanisms":[19,255],"for":[20,218,283],"this":[21],"architecture":[22],"have":[23],"been":[24],"difficult":[25],"to":[26,63,101,134,165,179,198,207,214,228],"identify":[27],"in":[28,34,90,113,154,168,202,237,260],"part":[29],"because":[30],"little":[31],"is":[32],"known":[33],"general":[35,238],"about":[36],"mechanistic":[37],"drivers":[38],"structured":[40],"networks.":[41],"Here":[42],"we":[43,273],"contrast":[44],"network":[45,60,69,73,148,196,225,231,249,266,270,289],"properties":[46,250],"derived":[47],"from":[48,173,291],"diffusion":[49],"spectrum":[50],"imaging":[51],"data":[52],"brain":[56,204,265,288],"with":[57],"13":[58],"synthetic":[59,81,191],"models":[61,151,180,192,226,271],"chosen":[62],"probe":[64],"roles":[66],"physical":[68],"embedding":[70],"and":[71,80,99,129,146,171,176,186,275],"temporal":[72],"growth.":[74],"We":[75,116,188,221],"characterize":[76],"both":[77],"empirical":[79],"networks":[82],"using":[83],"familiar":[84],"graph":[85],"metrics,":[86],"but":[87],"presented":[88],"here":[89],"more":[92],"complete":[93],"statistical":[94,285],"form,":[95],"as":[96],"scatter":[97],"plots":[98],"distributions,":[100],"reveal":[102],"full":[104],"range":[105,172],"variability":[107],"each":[109],"measure":[110],"across":[111],"scales":[112],"network.":[115],"focus":[117],"specifically":[118],"on":[119],"degree":[121,123],"distribution,":[122],"assortativity,":[124],"hierarchy,":[125],"topological":[126,130],"Rentian":[127],"scaling,":[128],"fractal":[131],"scaling--in":[132],"addition":[133],"several":[135],"summary":[136],"statistics,":[137],"including":[138],"mean":[140],"clustering":[141],"coefficient,":[142],"shortest":[144],"path-length,":[145],"diameter.":[149],"The":[150],"are":[152,211],"investigated":[153],"progressive,":[156],"branching":[157],"sequence,":[158],"aimed":[159],"at":[160,258],"capturing":[161],"different":[162],"elements":[163],"thought":[164],"be":[166,199,257],"important":[167],"brain,":[170],"simple":[174],"random":[175],"regular":[177],"networks,":[178],"incorporate":[182],"specific":[183],"growth":[184],"rules":[185],"constraints.":[187],"find":[189,223],"constrain":[194],"nodes":[197],"physically":[200],"embedded":[201],"anatomical":[203],"regions":[205],"tend":[206],"produce":[208],"distributions":[209],"most":[212],"similar":[213],"corresponding":[216],"measurements":[217],"brain.":[220],"also":[222],"hardcoded":[227],"display":[229,240],"one":[230],"property":[232],"(e.g.,":[233,243],"assortativity)":[234],"do":[235],"not":[236],"simultaneously":[239],"second":[242],"hierarchy).":[244],"This":[245],"relative":[246],"independence":[247],"suggests":[251],"multiple":[253],"neurobiological":[254],"might":[256],"play":[259],"development":[262],"architecture.":[267],"Together,":[268],"develop":[274],"employ":[276],"provide":[277],"potentially":[279],"useful":[280],"starting":[281],"point":[282],"inference":[286],"structure":[290],"neuroimaging":[292],"data.":[293]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":27},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}