Intrinsic timescale develops hierarchically from sensorimotor to association cortex in youth and stabilizes in adulthood

• Golia Shafiei ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: golia.shafiei@pennmedicine.upenn.edu

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

  https://orcid.org/0000-0002-2036-5571

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• Joëlle Bagautdinova,

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

  https://orcid.org/0000-0001-7201-467X

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• Valerie J. Sydnor,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliation Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America

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• Dani S. Bassett,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Electrical & Systems Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Physics & Astronomy, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Deanna M. Barch,

  Roles Methodology, Resources, Writing – review & editing

  Affiliations Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America, Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, Missouri, United States of America

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• Matthew Cieslak,

  Roles Data curation, Formal analysis, Methodology, Resources, Software, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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• Yong Fan,

  Roles Methodology, Validation, Writing – review & editing

  Affiliations Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Elizabeth Flook,

  Roles Methodology, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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• Alexandre R. Franco,

  Roles Methodology, Resources, Writing – review & editing

  Affiliations Child Mind Institute, New York, New York, United States of America, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute, Orangeburg, New York, United States of America, Department of Psychiatry, NYU Grossman School of Medicine, New York, New York, United States of America

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• Gregory Kiar,

  Roles Methodology, Resources, Writing – review & editing

  Affiliation Child Mind Institute, New York, New York, United States of America

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• Audrey C. Luo,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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• Michael P. Milham,

  Roles Methodology, Resources, Writing – review & editing

  Affiliations Child Mind Institute, New York, New York, United States of America, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute, Orangeburg, New York, United States of America

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• Linden Parkes,

  Roles Conceptualization, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Psychiatry, Brain Health Institute, Rutgers University, Piscataway, New Jersey, United States of America

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• Taylor Salo,

  Roles Data curation, Formal analysis, Methodology, Resources, Software, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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• Leah H. Somerville,

  Roles Methodology, Resources, Writing – review & editing

  Affiliation Department of Psychology and Center for Brain Science, Harvard University, Cambridge, Massachusetts, United States of America

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• Tien T. Tong,

  Roles Data curation, Formal analysis, Methodology, Resources, Software, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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• Russell T. Shinohara,

  Roles Methodology, Resources, Validation, Writing – review & editing

  Affiliations Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Penn Statistics in Imaging and Visualization Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for AI and Data Science for Integrated Diagnostics (AI2D), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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•  [ ... ],
• Theodore D. Satterthwaite

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Lifespans Brain Institute (LiBI), Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, United States of America

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