# schema: https://github.com/citation-file-format/citation-file-format/blob/main/schema-guide.md

cff-version: 1.2.0

title: brainhack - A Jupyter Book

abstract: 'A Jupyter Book of everything Brainhack: past, present and future.'

version: v0.1.0-dev

license: BSD-3-Clause

repository-code: https://github.com/brainhackorg/brainhack_jupyter_book.git

message: Please cite it as below.

identifiers:
  - description: brainhack neuroview
    type: doi
    value: 10.1016/j.neuron.2021.04.001

keywords:
  - Brainhack
  - best practices
  - collaboration
  - community building
  - hackathon
  - inclusivity
  - neuroscience
  - open science
  - reproducibility
  - training

authors:
  - given-names: Nasim
    family-names: Anousheh
    affiliation: Intelligent Systems Engineering, Indiana University, Bloomington
      IN, USA
  - given-names: Aurina
    family-names: Arnatkeviciute
    affiliation: The Turner Institute for Brain and Mental Health, School of Psychological
      Sciences, Monash University, Victoria, Australia
  - given-names: Selim Melvin
    family-names: Atay
    affiliation: Neuroscience and Neurotechnology, Middle East Technical University,
      Ankara, Turkey
    orcid: https://orcid.org/0000-0003-4985-2362
  - given-names: Guillaume
    family-names: Auzias
    affiliation: Institut de Neurosciences de la Timone UMR 7289, Aix-Marseille Université,
      CNRS
    orcid: https://orcid.org/0000-0002-0414-5691
  - given-names: Dipankar
    family-names: Bachar
    affiliation: Institut de Neurosciences de la Timone, CNRS - Aix-Marseille University,
      Marseille, France
  - given-names: AmanPreet
    family-names: Badhwar
    affiliation: Multiomics Investigation of Neurodegenerative Diseases (MIND) Lab,
      University of Montréal, Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0003-3414-3395
  - given-names: Elise
    family-names: Bannier
    affiliation: CHU Rennes, Radiology Department, Univ Rennes, CNRS, Inria, Inserm,
      IRISA UMR 6074, Empenn - ERL U 1228, F-35000 Rennes, France
    orcid: https://orcid.org/0000-0002-8942-7486
  - given-names: Fernando A.
    family-names: Barrios
    affiliation: Instituto de Neurobiología, Universidad Nacional Autónoma de México,
      Querétaro, México
    orcid: https://orcid.org/0000-0002-5699-4222
  - given-names: Ruggero
    family-names: Basanisi
    affiliation: Institut de Neurosciences de la Timone UMR 7289, Aix Marseille Université,
      CNRS, Marseille, France
    orcid: https://orcid.org/0000-0003-4776-596X
  - given-names: Arshitha
    family-names: Basavaraj
    affiliation: National Institute of Mental Health
    orcid: https://orcid.org/0000-0002-6984-7969
  - given-names: Yasmine
    family-names: Bassil
    affiliation: Graduate Division of Biological & Biomedical Sciences, Emory University,
      Atlanta, USA
    orcid: https://orcid.org/0000-0003-4552-0774
  - given-names: Johanna
    family-names: Bayer
    affiliation: Faculty of Medicine, Dentistry and Health Sciences, University of
      Melbourne, Melbourne, Australia
    orcid: https://orcid.org/0000-0003-4891-6256
  - given-names: Marco
    family-names: Bedini
    affiliation: Center for Mind/Brain Sciences, University of Trento
    orcid: https://orcid.org/0000-0002-2018-5175
  - given-names: Pierre
    family-names: Bellec
    affiliation: Psychology Department, University of Montréal, Montréal, Québec,
      Canada
    orcid: https://orcid.org/0000-0002-9111-0699
  - given-names: R. Austin
    family-names: Benn
    affiliation: Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid,
      Spain
    orcid: https://orcid.org/0000-0003-3728-7036
  - given-names: Kathryn
    family-names: Berluti
    affiliation: Department of Psychology, Georgetown University, Washington D.C.,
      USA
    orcid: https://orcid.org/0000-0003-2828-6349
  - given-names: Richard A.I.
    family-names: Bethlehem
    affiliation: Autism Research Centre, Department of Psychiatry, University of Cambridge,
      Cambridge, UK
    orcid: https://orcid.org/0000-0002-0714-0685
  - given-names: Isil P.
    family-names: Bilgin
    affiliation: Biomedical Engineering,  Cybernetics, University of Reading, Reading,
      UK
    orcid: https://orcid.org/0000-0003-3600-7004
  - given-names: Steffen
    family-names: Bollmann
    affiliation: School of Information Technology and Electrical Engineering, The
      University of Queensland, Brisbane, Australia
    orcid: https://orcid.org/0000-0002-2909-0906
  - given-names: Saskia
    family-names: Bollmann
    affiliation: Centre for Advanced Imaging, The University of Queensland, Brisbane,
      Australia
    orcid: https://orcid.org/0000-0001-8242-8008
  - given-names: Valentina
    family-names: Borghesani
    affiliation: Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal,
      University of Montréal, Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0002-7909-8631
  - given-names: Katherine L.
    family-names: Bottenhorn
    affiliation: Department of Psychology, Florida International University, Miami
      FL, USA
    orcid: https://orcid.org/0000-0002-7796-8795
  - given-names: Claire
    family-names: Bradley
    affiliation: Queensland Brain Institute, The University of Queensland, St Lucia,
      Australia
    orcid: https://orcid.org/0000-0002-3172-8120
  - given-names: Paula P.
    family-names: Brooks
    affiliation: Princeton Neuroscience Institute, Princeton University, Princeton
      NJ, USA
    orcid: https://orcid.org/0000-0002-3245-562X
  - given-names: Jesse
    family-names: Brown
    affiliation: Department of Neurology, University of California San Francisco,
      San Francisco, USA
  - given-names: Augusto
    family-names: Buchweitz
    affiliation: Brain Institute of Rio Grande do Sul, Pontifical Catholic University
      of Rio Grande do Sul, Porto Alegre, Brazil
    orcid: https://orcid.org/0000-0003-3791-7472
  - given-names: César
    family-names: Caballero-Gaudes
    affiliation: Basque Center on Cognition, Brain and Language, San Sebastián-Donostia,
      Spain
    orcid: https://orcid.org/0000-0002-9068-5810
  - given-names: Patrick
    family-names: Callahan
    affiliation: Memory and Aging Center, UCSF
    orcid: https://orcid.org/0000-0003-1769-7580
  - given-names: Micaela Y.
    family-names: Chan
    affiliation: Center for Vital Longevity, School of Behavioral and Brain Sciences,
      University of Texas at Dallas, Dallas TX, USA
    orcid: https://orcid.org/0000-0001-6854-3755
  - given-names: Bramsh Q.
    family-names: Chandio
    affiliation: Department of Intelligent Systems Engineering, Indiana University,
      Bloomington IN, USA
  - given-names: Theresa
    family-names: Cheng
    affiliation: Department of Psychology, University of Oregon, USA
    orcid: https://orcid.org/0000-0002-8557-565X
  - given-names: Sidhant
    family-names: Chopra
    affiliation: Turner Institute for Brain and Mental Health, Monash University,
      Melbourne, Australia
    orcid: https://orcid.org/0000-0003-0866-3477
  - given-names: Ai Wern
    family-names: Chung
    affiliation: Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston
      Children's Hospital, Harvard Medical School, Boston, USA
  - given-names: Thomas G.
    family-names: Close
    affiliation: School of Biomedical Engineering, The University of Sydney, Sydney,
      Australia
    orcid: https://orcid.org/0000-0002-4160-2134
  - given-names: Etienne
    family-names: Combrisson
    affiliation: Aix-Marseille University, Institut de Neurosciences de la Timone
    orcid: https://orcid.org/0000-0002-7362-3247
  - given-names: Giorgia
    family-names: Cona
    affiliation: Department of General Psychology, University of Padova, Padova, Italy
  - given-names: R. Todd
    family-names: Constable
    affiliation: Yale MRRC, Yale University, New Haven CT, USA
    orcid: https://orcid.org/0000-0001-5661-9521
  - given-names: R. Cameron
    family-names: Craddock
    affiliation: Department of Diagnostic Medicine, The University of Texas at Austin
      Dell Medical School, Austin TX, USA
    orcid: https://orcid.org/0000-0002-4950-1303
  - given-names: Claire
    family-names: Cury
    affiliation: Empenn ERL U 1228 IRISA UMR 6074, Univ Rennes, Inria, CNRS, Inserm,
      Rennes, France
    orcid: https://orcid.org/0000-0002-9903-7940
  - given-names: Kamalaker
    family-names: Dadi
    affiliation: INRIA
    orcid: https://orcid.org/0000-0003-2214-1050
  - given-names: Pablo F.
    family-names: Damasceno
    affiliation: Center for Intelligent Imaging, University of California, San Francisco,
      USA
    orcid: https://orcid.org/0000-0001-5615-121X
  - given-names: Samir
    family-names: Das
    affiliation: McGill University
    orcid: https://orcid.org/0000-0003-2018-8760
  - given-names: Michael
    family-names: Dayan
    affiliation: Human Neuroscience Platform, Fondation Campus Biotech Geneva, Geneva,
      Switzerland
    orcid: https://orcid.org/0000-0002-2666-0969
  - given-names: Fabrizio
    family-names: De Vico Fallani
    affiliation: ARAMIS team, Inria, Paris, France
    orcid: https://orcid.org/0000-0001-8035-7883
  - given-names: Krista
    family-names: DeStasio
    affiliation: University of Oregon
    orcid: https://orcid.org/0000-0002-3959-9060
  - given-names: Damion V.
    family-names: Demeter
    affiliation: Psychology Department, The University of Texas at Austin, Austin
      TX, USA
    orcid: https://orcid.org/0000-0003-1931-3587
  - given-names: Erin W.
    family-names: Dickie
    affiliation: Krembil Centre from Neuroinformatics, Centre for Addiction and Mental
      Health, Toronto, Canada
    orcid: https://orcid.org/0000-0003-3028-9864
  - given-names: Lena
    family-names: Dorfschmidt
    affiliation: Brain Mapping Unit, Department of Psychiatry, University of Cambridge,
      Cambridge, UK
    orcid: https://orcid.org/0000-0002-0447-1104
  - given-names: Andrew
    family-names: Doyle
    affiliation: McGill Centre for Integrative Neuroscience, McGill University, Montréal,
      Québec, Canada
    orcid: https://orcid.org/0000-0001-7060-5804
  - given-names: Elizabeth
    family-names: DuPre
    affiliation: NeuroDataScience - ORIGAMI laboratory, McGill University, Montréal,
      Québec, Canada
    orcid: https://orcid.org/0000-0003-1358-196X
  - given-names: Eugene P.
    family-names: Duff
    affiliation: University of Oxford, Oxford, UK
    orcid: https://orcid.org/0000-0001-8795-5472
  - given-names: Guillaume
    family-names: Dumas
    affiliation: Department of Psychiatry, University of Montréal, Montréal, Québec,
      Canada
    orcid: https://orcid.org/0000-0002-2253-1844
  - given-names: Sarah
    family-names: Dziura
    affiliation: Department of Psychology, University of Maryland, College Park, MD,
      USA
    orcid: https://orcid.org/0000-0002-5072-4299
  - given-names: Anders
    family-names: Eklund
    affiliation: Department of Biomedical Engineering, Linköping University, Linköping,
      Sweden
    orcid: https://orcid.org/0000-0001-7061-7995
  - given-names: Nathalia B.
    family-names: Esper
    affiliation: Neuroimaging of Human Cognition, Brain Institute of Rio Grande do
      Sul, Porto Alegre, Brazil
    orcid: https://orcid.org/0000-0003-3218-9226
  - given-names: Oscar
    family-names: Esteban
    affiliation: Department of Radiology, Lausanne University Hospital, University
      of Lausanne, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0001-8435-6191
  - given-names: Shreyas
    family-names: Fadnavis
    affiliation: Indiana University, Bloomington IN, USA
  - given-names: Guillaume
    family-names: Flandin
    affiliation: Wellcome Centre for Human Neuroimaging, University College London,
      London, UK
    orcid: https://orcid.org/0000-0003-0077-7859
  - given-names: Jessica E.
    family-names: Flannery
    affiliation: University of North Carolina, Chapel Hill
    orcid: https://orcid.org/0000-0003-0710-2512
  - given-names: John
    family-names: Flournoy
    affiliation: Department of Psychology, Harvard University, Cambridge, MA, USA
    orcid: https://orcid.org/0000-0003-1735-1221
  - given-names: Stephanie J.
    family-names: Forkel
    affiliation: CNRS UMR 5293 Institut des Maladies Neurodégénératives, Bordeaux,
      France
    orcid: https://orcid.org/0000-0003-0493-0283
  - given-names: Alexandre R.
    family-names: Franco
    affiliation: Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute,
      Orangeburg NY, USA
    orcid: https://orcid.org/0000-0002-1552-1090
  - given-names: Patrick
    family-names: Friedrich
    affiliation: Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7),
      Research Centre Jülich, Jülich, Germany
    orcid: https://orcid.org/0000-0001-5120-5880
  - given-names: Saampras
    family-names: Ganesan
    affiliation: Systems Neuroscience, Melbourne Neuropsychiatry Centre, Melbourne,
      Australia
  - given-names: Siyuan
    family-names: Gao
    affiliation: Yale University
    orcid: https://orcid.org/0000-0002-8925-7042
  - given-names: José C.
    family-names: García Alanis
    affiliation: Department of Psychology, Philipps Universität, Marburg, Germany
    orcid: https://orcid.org/0000-0003-3459-222X
  - given-names: Kelly G.
    family-names: Garner
    affiliation: Queensland Brain Institute, The University of Queensland, St Lucia,
      Australia
    orcid: https://orcid.org/0000-0002-0690-6941
  - given-names: Eleftherios
    family-names: Garyfallidis
    affiliation: Intelligent Systems Engineering, Indiana University, Bloomington
      IN, USA
  - given-names: Rémi
    family-names: Gau
    affiliation: Institute of psychology, Université catholique de Louvain, Louvain
      la Neuve, Belgium
    orcid: https://orcid.org/0000-0002-1535-9767
  - given-names: Satrajit S.
    family-names: Ghosh
    affiliation: McGovern Institute for Brain Research, MIT, Cambridge, USA
    orcid: https://orcid.org/0000-0002-5312-6729
  - given-names: Tristan
    family-names: Glatard
    affiliation: Department of Computer Science and Software Engineering  , Concordia
      University, Montréal, Québec, Canada
  - given-names: Enrico
    family-names: Glerean
    affiliation: Department of Neuroscience and Biomedical Engineering, Aalto University,
      Espoo, Finland
    orcid: https://orcid.org/0000-0003-0624-675X
  - given-names: Javier
    family-names: Gonzalez-Castillo
    affiliation: NIH
    orcid: https://orcid.org/0000-0002-6520-5125
  - given-names: Cassandra D
    family-names: Gould van Praag
    affiliation: Wellcome Centre for Integrative Neuroimaging, University of Oxford,
      Oxford, UK
    orcid: https://orcid.org/0000-0002-8584-4637
  - given-names: Abigail S.
    family-names: Greene
    affiliation: Interdepartmental Neuroscience Program and MD/PhD program, Yale School
      of Medicine, New Haven, CT, USA
    orcid: https://orcid.org/0000-0001-6011-7903
  - given-names: Samuel
    family-names: Guay
    affiliation: University of Montréal, Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0001-6990-839X
  - given-names: Geetika
    family-names: Gupta
    affiliation: Department of Psychology, Western University, London ON, Canada
    orcid: https://orcid.org/0000-0001-5670-9682
  - given-names: Catherine Alice
    family-names: Hahn
    affiliation: Department of Radiology and Biomedical Imaging, Yale School of Medicine
  - given-names: Yaroslav O.
    family-names: Halchenko
    affiliation: Center for Open Neuroscience, Department of Psychological and Brain
      Sciences, Dartmouth College, Hanover, NH, USA
    orcid: https://orcid.org/0000-0003-3456-2493
  - given-names: Daniel
    family-names: Handwerker
    affiliation: Section on Functional Imaging Methods, National Institute of Mental
      Health, Bethesda, MD, USA
    orcid: https://orcid.org/0000-0001-7261-4042
  - given-names: Thomas S.
    family-names: Hartmann
    affiliation: Philipps Universität, Marburg, Germany
  - given-names: Valérie
    family-names: Hayot-Sasson
    affiliation: Department of Computer Science and Software Engineering  , Concordia
      University, Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0002-4830-4535
  - given-names: Anibal S.
    family-names: Heinsfeld
    affiliation: Computational Neuroimaging Lab, University of Texas at Austin, Austin
      TX, USA
    orcid: https://orcid.org/0000-0002-2050-0614
  - given-names: Peer
    family-names: Herholz
    affiliation: McConnell Brain Imaging Centre, The Neuro (Montreal Neurological
      Institute-Hospital), McGill University, Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0002-9840-6257
  - given-names: Katja
    family-names: Heuer
    affiliation: Center for Research and Interdisciplinarity, Université Paris Descartes,
      Paris, France
    orcid: https://orcid.org/0000-0002-7237-0196
  - given-names: Stephan
    family-names: Heunis
    affiliation: Department of Electrical Engineering, Eindhoven University of Technology,
      Eindhoven, The Netherlands
    orcid: https://orcid.org/0000-0003-3503-9872
  - given-names: Felix
    family-names: Hoffstaedter
    affiliation: Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7),
      Research Centre Jülich, Jülich, Germany
    orcid: https://orcid.org/0000-0001-7163-3110
  - given-names: Daniela M
    family-names: Hohmann
    affiliation: Department of Psychiatry and Psychotherapy , Philipps Universität,  Marburg,
      Germany
    orcid: https://orcid.org/0000-0001-8794-5055
  - given-names: Corey
    family-names: Horien
    affiliation: Interdepartmental Neuroscience Program, Yale School of Medicine,
      New Haven, CT, USA
  - given-names: Dorien C.
    family-names: Huijser
    affiliation: Erasmus School of Social and Behavioural Sciences, Erasmus University
      Rotterdam, Rotterdam, The Netherlands
    orcid: https://orcid.org/0000-0003-3282-8083
  - given-names: Julia M.
    family-names: Huntenburg
    affiliation: Systems Neuroscience Lab, Champalimaud Research, Lisbon, Portugal
    orcid: https://orcid.org/0000-0003-0579-9811
  - given-names: Horea-Ioan
    family-names: Ioanas
    affiliation: Biological Engineering, MIT, Cambridge, USA
    orcid: https://orcid.org/0000-0001-7037-2449
  - given-names: Alexandru
    family-names: Iordan
    affiliation: Department of Psychology, University of Michigan, Ann Arbor, MI,
      USA
  - given-names: Chao
    family-names: Jiang
    affiliation: Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese
      Academy of Sciences, Beijing, China
  - given-names: Michael
    family-names: Joseph
    affiliation: Campbell Family Mental Health Research Institute, The Centre for
      Addiction and Mental Health, Toronto, Canada
    orcid: https://orcid.org/0000-0002-0068-230X
  - given-names: Jason
    family-names: Kai
    affiliation: Department of Medical Biophysics, University of Western Ontario,
      London ON, Canada
  - given-names: Agah
    family-names: Karakuzu
    affiliation: NeuroPoly Lab, Institute of Biomedical Engineering, Montréal, Québec,
      Canada
    orcid: https://orcid.org/0000-0001-7283-271X
  - given-names: David N.
    family-names: Kennedy
    affiliation: University of Massachusetts Medical School
    orcid: https://orcid.org/0000-0002-9377-0797
  - given-names: Anisha
    family-names: Keshavan
    affiliation: Octave Bioscience, USA
    orcid: https://orcid.org/0000-0003-3554-043X
  - given-names: Ali R.
    family-names: Khan
    affiliation: Robarts Research Institute, Western University, London, Canada
    orcid: https://orcid.org/0000-0002-0760-8647
  - given-names: Gregory
    family-names: Kiar
    affiliation: Montréal Neurological Institute, McGill University, Montréal, Québec,
      Canada
    orcid: https://orcid.org/0000-0001-8915-496X
  - given-names: P. Christiaan
    family-names: Klink
    affiliation: Department of Vision & Cognition, Netherlands Institute for Neuroscience,
      Amsterdam, The Netherlands
    orcid: https://orcid.org/0000-0002-6784-7842
  - given-names: Xenia
    family-names: Kobeleva
    affiliation: Department of Neurology, University of Bonn, Bonn, Germany
    orcid: https://orcid.org/0000-0001-7695-1716
  - given-names: Vincent
    family-names: Koppelmans
    affiliation: Department of Psychiatry, University of Utah, Salt Lake City, UT,
      USA
    orcid: https://orcid.org/0000-0003-2036-7603
  - given-names: Serge
    family-names: Koudoro
    affiliation: Indiana University, Bloomington IN, USA
    orcid: https://orcid.org/0000-0002-9819-9884
  - given-names: Angela R.
    family-names: Laird
    affiliation: Department of Physics, Florida International University, Miami FL,
      USA
    orcid: https://orcid.org/0000-0003-3379-8744
  - given-names: Georg
    family-names: Langs
    affiliation: CIR Department of Biomedical Imaging and Image-guided Therapy, Medical
      University of Vienna, Vienna, Austria
  - given-names: Marissa
    family-names: Laws
    affiliation: Center for the Study of Learning, Georgetown University Medical Center,
      Washington DC, USA
    orcid: https://orcid.org/0000-0002-2482-3285
  - given-names: Jon Haitz
    family-names: Legarreta
    affiliation: Computer Science, Université de Sherbrooke, Sherbrooke, Canada
    orcid: https://orcid.org/0000-0002-9661-1396
  - given-names: Elizabeth
    family-names: Levitis
    affiliation: National Institute of Mental Health, Bethesda MD, USA
  - given-names: Roxane
    family-names: Licandro
    affiliation: Medical University of Vienna, Vienna, Austria
    orcid: https://orcid.org/0000-0001-9066-4473
  - given-names: Sook-Lei
    family-names: Liew
    affiliation: Stevens Neuroimaging and Informatics Institute, University of Southern
      California, Los Angeles CA, USA
    orcid: https://orcid.org/0000-0001-5935-4215
  - given-names: Tomislav
    family-names: Lipic
    affiliation: Laboratory for Machine Learning and Knowledge Representation, Ruder
      Boskovic Institute, Zagreb, Croatia
    orcid: https://orcid.org/0000-0002-8037-8198
  - given-names: Krisanne
    family-names: Litinas
    affiliation: Functional MRI Laboratory, University of Michigan, Ann Arbor, USA
  - given-names: Daniel J
    family-names: Lurie
    affiliation: Department of Psychology, University of California, Berkeley, Berkeley,
      USA
    orcid: https://orcid.org/0000-0001-8012-6399
  - given-names: Désirée
    family-names: Lussier
    affiliation: Centre de recherche de l'Institut universitaire de gériatrie de Montréal
    orcid: https://orcid.org/0000-0001-6468-573X
  - given-names: Christopher R.
    family-names: Madan
    affiliation: Psychology, University of Nottingham, Nottingham, UK
    orcid: https://orcid.org/0000-0003-3228-6501
  - given-names: Lea-Theresa
    family-names: Mais
    affiliation: University of Marburg, Marburg, Germany
  - given-names: Matteo
    family-names: Mancini
    affiliation: Department of Neuroscience, Brighton and Sussex Medical School, University
      of Sussex, Brighton, UK
    orcid: https://orcid.org/0000-0001-7194-4568
  - given-names: Sina
    family-names: Mansour L.
    affiliation: Department of Biomedical Engineering, The University of Melbourne,
      Melbourne, Australia
    orcid: https://orcid.org/0000-0002-5695-5696
  - given-names: J.P.
    family-names: Manzano-Patron
    affiliation: Radiological Sciences & Sir Peter Mansfield Imaging Centre, University
      of Nottingham, Nottingham, UK
    orcid: https://orcid.org/0000-0002-0040-1926
  - given-names: Dimitra
    family-names: Maoutsa
    affiliation: Institute of Software Engineering and Theoretical Computer Science,
      Technical University of Berlin, Berlin, Germany
    orcid: https://orcid.org/0000-0002-3553-8658
  - given-names: Matheus
    family-names: Marcon
    affiliation: School of Technology, Pontifical Catholic University of Rio Grande
      do Sul, Porto Alegre, Brazil
  - given-names: Daniel S.
    family-names: Margulies
    affiliation: Centre National de la Recherche Scientifique (CNRS), France
  - given-names: Giorgio
    family-names: Marinato
    affiliation: CIMeC, University of Trento, Trento, Italy
    orcid: https://orcid.org/0000-0001-8856-5003
  - given-names: Daniele
    family-names: Marinazzo
    affiliation: Department of Data Analysis, Ghent University, Belgium
    orcid: https://orcid.org/0000-0002-9803-0122
  - given-names: Christopher J.
    family-names: Markiewicz
    affiliation: Department of Psychology, Stanford University, Stanford, CA, USA
    orcid: https://orcid.org/0000-0002-6533-164X
  - given-names: Camille
    family-names: Maumet
    affiliation: Empenn ERL U 1228   IRISA UMR 6074, Univ Rennes, Inria, CNRS, Inserm,
      Rennes, France
    orcid: https://orcid.org/0000-0002-6290-553X
  - given-names: Elizabeth A.
    family-names: McDevitt
    affiliation: Princeton Neuroscience Institute, Princeton University, Princeton
      NJ, USA
    orcid: https://orcid.org/0000-0001-9112-3775
  - given-names: Felipe
    family-names: Meneguzzi
    affiliation: School of Technology, Pontifical Catholic University of Rio Grande
      do Sul, Porto Alegre, Brazil
    orcid: https://orcid.org/0000-0003-3549-6168
  - given-names: Junaid S.
    family-names: Merchant
    affiliation: Neuroscience and Cognitive Science Program, University of Maryland,
      College Park MD, USA
    orcid: https://orcid.org/0000-0002-4315-6211
  - given-names: David
    family-names: Meunier
    affiliation: Institut de Neurosciences de la Timone, CNRS - Aix-Marseille University,
      Marseille, France
    orcid: https://orcid.org/0000-0002-5812-6138
  - given-names: Michael P.
    family-names: Milham
    affiliation: Center for the Developing Brain, Child Mind Institute, New York,
      NY USA
  - given-names: Kathryn L.
    family-names: Mills
    affiliation: Department of Psychology, University of Oregon, Eugene, USA
    orcid: https://orcid.org/0000-0002-6463-186X
  - given-names: Stefano
    family-names: Moia
    affiliation: Basque Center on Cognition, Brain and Language, San Sebastián-Donostia,
      Spain
    orcid: https://orcid.org/0000-0002-2553-3327
  - given-names: Davide
    family-names: Momi
    affiliation: Department of Neuroscience, Imaging and Clinical Sciences, University
      "G. d'Annunzio" of Chieti, Chieti, Italy
    orcid: https://orcid.org/0000-0001-6048-8296
  - given-names: Clara A.
    family-names: Moreau
    affiliation: Pasteur Institute, Paris, France
    orcid: https://orcid.org/0000-0001-6217-731X
  - given-names: Aysha
    family-names: Motala
    affiliation: Department of Psychology, University of Western Ontario, London ON,
      Canada
    orcid: https://orcid.org/0000-0003-0279-4628
  - given-names: Iska
    family-names: Moxon-Emre
    affiliation: Child, Youth and Family Service, Centre for Addiction and Mental
      Health, Toronto, Canada
  - given-names: Samuel A.
    family-names: Nastase
    affiliation: Princeton Neuroscience Institute, Princeton University, Princeton
      NJ, USA
    orcid: https://orcid.org/0000-0001-7013-5275
  - given-names: Thomas E.
    family-names: Nichols
    affiliation: Big Data Institute, University of Oxford, Oxford, UK
    orcid: https://orcid.org/0000-0002-4516-5103
  - given-names: Dylan M.
    family-names: Nielson
    affiliation: Section on Clinical and Computational Psychiatry (CompΨ), National
      Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
    orcid: https://orcid.org/0000-0003-4613-6643
  - given-names: Aki
    family-names: Nikolaidis
    affiliation: Center for the Developing Brain, Child Mind Institute, New York City,
      USA
    orcid: https://orcid.org/0000-0001-8960-1934
  - given-names: Gustav
    family-names: Nilsonne
    affiliation: Department of Clinical Neuroscience, Karolinska Institutet, Stockholm,
      Sweden
    orcid: https://orcid.org/0000-0001-5273-0150
  - given-names: Stephanie
    family-names: Noble
    affiliation: Radiology & Biomedical Imaging, Yale University, New Haven CT, USA
    orcid: https://orcid.org/0000-0002-4804-5553
  - given-names: Christopher R.
    family-names: Nolan
    affiliation: Department of Psychology, University of New South Wales, Sydney,
      Australia
    orcid: https://orcid.org/0000-0002-0621-2907
  - given-names: Lisa
    family-names: Novello
    affiliation: Center for Mind/Brain Sciences (CIMeC), University of Trento, Rovereto
      (Trento), Italy
    orcid: https://orcid.org/0000-0003-0767-2902
  - given-names: Caroline
    family-names: O'Brien
    affiliation: Department of Neuroscience, Georgetown University, Washington, DC,
      United States
  - given-names: David
    family-names: O'Connor
    affiliation: Department of Biomedical Engineering, Yale University, New Haven
      CT, USA
    orcid: https://orcid.org/0000-0002-8885-518X
  - given-names: Emily
    family-names: Olafson
    affiliation: Department of Neuroscience, Weill Cornell Medicine, New York City,
      USA
  - given-names: Lindsay D.
    family-names: Oliver
    affiliation: Centre for Addiction and Mental Health, Toronto, Canada
    orcid: https://orcid.org/0000-0003-2163-7257
  - given-names: John A.
    family-names: Onofrey
    affiliation: Departments of Radiology & Biomedical Imaging and of Urology, Yale
      School of Medicine, New Haven, USA
    orcid: https://orcid.org/0000-0002-9432-0448
  - given-names: Robert
    family-names: Oostenveld
    affiliation: Donders Institute for Brain, Cognition and Behaviour, Radboud University,
      Nijmegen, The Netherlands
    orcid: https://orcid.org/0000-0002-1974-1293
  - given-names: Edwina R.
    family-names: Orchard
    affiliation: Turner Institute for Brain and Mental Health, Monash University,
      Melbourne, Australia
    orcid: https://orcid.org/0000-0003-4845-8961
  - given-names: Kendra
    family-names: Oudyk
    affiliation: Montreal Neurological Institute, McGill University, Montreal, Canada
    orcid: https://orcid.org/0000-0003-4087-5402
  - given-names: Patrick J.
    family-names: Park
    affiliation: Engineering, University of Western Ontario, London ON, Canada
  - given-names: Mahboobeh
    family-names: Parsapoor
    affiliation: Computer Science Department, University of Toronto, Toronto, Canada
  - given-names: Lorenzo
    family-names: Pasquini
    affiliation: Neurology Department, Memory and Aging Center, University of California
      San Francisco
    orcid: https://orcid.org/0000-0002-7899-7061
  - given-names: Scott
    family-names: Peltier
    affiliation: Functional MRI Laboratory, University of Michigan, Ann Arbor, USA
  - given-names: Cyril R.
    family-names: Pernet
    affiliation: Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh,
      UK
    orcid: https://orcid.org/0000-0003-4010-4632
  - given-names: Rudolph
    family-names: Pienaar
    affiliation: Radiology, Boston Children's Hospital, Harvard Medical School, Boston,
      USA
    orcid: https://orcid.org/0000-0002-8684-3185
  - given-names: Pedro
    family-names: Pinheiro-Chagas
    affiliation: Stanford University
  - given-names: Davide
    family-names: Poggiali
    affiliation: Padova Neuroscience Center, University of Padova, Padova, Italy
    orcid: https://orcid.org/0000-0002-2894-0825
  - given-names: Jean-Baptiste
    family-names: Poline
    affiliation: Neurology and Neurosurgery, McGill University, Montréal, Québec,
      Canada
    orcid: https://orcid.org/0000-0002-9794-749X
  - given-names: Anqi
    family-names: Qiu
    affiliation: Department of Biomedical Engineering, National University of Singapore,
      Singapore, Singapore
  - given-names: Tiago
    family-names: Quendera
    affiliation: Champalimaud Research, Lisbon, Portugal
    orcid: https://orcid.org/0000-0001-6080-333X
  - given-names: Shawn A.
    family-names: Rhoads
    affiliation: Department of Psychology, Georgetown University, Washington D.C.,
      USA
    orcid: https://orcid.org/0000-0003-1350-9458
  - given-names: Laura C.
    family-names: Rice
    affiliation: Neuroscience, American University, Washington D.C., USA
    orcid: https://orcid.org/0000-0001-8525-1631
  - given-names: Lydia
    family-names: Riedl
    affiliation: Department of Psychiatry and Psychotherapy, Philipps Universität,
      Marburg, Germany
    orcid: https://orcid.org/0000-0003-4131-7891
  - given-names: Joscelin
    family-names: Rocha-Hidalgo
    affiliation: Department of Psychology, Georgetown University, Washington D.C.,
      USA
    orcid: https://orcid.org/0000-0003-3572-5848
  - given-names: Ariel
    family-names: Rokem
    affiliation: Psychology and eScience Institute, University of Washington, Seattle
      WA, USA
    orcid: https://orcid.org/0000-0003-0679-1985
  - given-names: Saige
    family-names: Rutherford
    affiliation: Department of Psychiatry, University of Michigan
    orcid: https://orcid.org/0000-0003-3006-9044
  - given-names: Malin S.
    family-names: Sandström
    affiliation: INCF, Karolinska Institute, Stockholm, Sweden
    orcid: https://orcid.org/0000-0002-8464-2494
  - given-names: Mathias
    family-names: Scharinger
    affiliation: German Linguistics & Fine Arts Science,  Institute of German Linuguistics,
      University of Marburg, Marburg, Germany
  - given-names: Dustin
    family-names: Scheinost
    affiliation: Department of Radiology & Biomedical Imaging, Yale School of Medicine
    orcid: https://orcid.org/0000-0002-6301-1167
  - given-names: Simon
    family-names: Schwab
    affiliation: University of Zurich, Zurich, Switzerland
  - given-names: Deena
    family-names: Shariq
    affiliation: University of Maryland, College Park
  - given-names: Thomas B.
    family-names: Shaw
    affiliation: Centre for Advanced Imaging, The University of Queensland, Brisbane,
      Australia
    orcid: https://orcid.org/0000-0003-2490-0532
  - given-names: James M.
    family-names: Shine
    affiliation: Faculty of Medicine and Health, The University of Sydney, Sydney,
      Australia
    orcid: https://orcid.org/0000-0003-1762-5499
  - given-names: Viviana
    family-names: Siless
    affiliation: Athinoula A. Martinos Center for Biomedical Imaging - Harvard Medical
      School - MGH
  - given-names: Molly
    family-names: Simmonite
    affiliation: Department of Psychology, University of Michigan, Ann Arbor, USA
    orcid: https://orcid.org/0000-0001-7181-8094
  - given-names: Nikoloz
    family-names: Sirmpilatze
    affiliation: Functional Imaging Laboratory, German Primate Center - Leibniz Institute
      for Primate Research, Göttingen, Germany
    orcid: https://orcid.org/0000-0003-1778-2427
  - given-names: Hayli
    family-names: Spence
    affiliation: Section on Molecular Neurobiology, National Institute of Child and
      Human Development, Bethesda, MD
  - given-names: Julia
    family-names: Sprenger
    affiliation: Institut de Neurosciences de la Timone, CNRS - Aix-Marseille University,
      Marseille, France
    orcid: https://orcid.org/0000-0002-9986-7477
  - given-names: Andrija
    family-names: Stajduhar
    affiliation: Croatian Institute for Brain Research, School of Medicine, University
      of Zagreb, Zagreb, Croatia
    orcid: https://orcid.org/0000-0002-2523-1257
  - given-names: Olivia W.
    family-names: Stanley
    affiliation: Centre for Functional and Metabolic Mapping, University of Western
      Ontario, London ON, Canada
    orcid: https://orcid.org/0000-0001-9164-7798
  - given-names: Martin
    family-names: Szinte
    affiliation: Institut de Neurosciences de la Timone, CNRS - Aix-Marseille University,
      Marseille, France
    orcid: https://orcid.org/0000-0003-2040-4005
  - given-names: Sylvain
    family-names: Takerkart
    affiliation: Institut de Neurosciences de la Timone, CNRS - Aix-Marseille University,
      Marseille, France
    orcid: https://orcid.org/0000-0001-8410-0962
  - given-names: Angela
    family-names: Tam
    affiliation: Perceiv Research Inc., Montréal, Québec, Canada
    orcid: https://orcid.org/0000-0001-6752-5707
  - given-names: Link
    family-names: Tejavibulya
    affiliation: Interdepartmental Neuroscience Program, Yale University, New Haven
      CT, USA
  - given-names: Michel
    family-names: Thiebaut de Schotten
    affiliation: Brain Connectivity and Behaviour Laboratory, Sorbonne Universities,
      Paris, France
    orcid: https://orcid.org/0000-0002-0329-1814
  - given-names: Ina
    family-names: Thome
    affiliation: Department of Psychiatry and Psychotherapy, Philipps Universität,
      Marburg, Germany
    orcid: https://orcid.org/0000-0002-1285-3348
  - given-names: Laura
    family-names: Tomaz da Silva
    affiliation: School of Technology, Pontifical Catholic University of Rio Grande
      do Sul, Porto Alegre, Brazil
    orcid: https://orcid.org/0000-0002-7841-7522
  - given-names: Roberto
    family-names: Toro
    affiliation: Neuroscience department, Institut Pasteur, Paris, France
    orcid: https://orcid.org/0000-0002-6671-858X
  - given-names: Nicolas
    family-names: Traut
    affiliation: Human Genetics and Cognitive Functions, Institut Pasteur, Paris,
      France
    orcid: https://orcid.org/0000-0003-3277-6316
  - given-names: Lucina Q.
    family-names: Uddin
    affiliation: Department of Psychology, University of Miami, Florida, USA
    orcid: https://orcid.org/0000-0003-2278-8962
  - given-names: Eneko
    family-names: Uruñuela
    affiliation: Basque Center on Cognition, Brain and Language, San Sebastián-Donostia,
      Spain
    orcid: https://orcid.org/0000-0001-6849-9088
  - given-names: Antonino
    family-names: Vallesi
    affiliation: Department of Neuroscience & Padova Neuroscience Center, University
      of Padova, Padova, Italy
    orcid: https://orcid.org/0000-0002-4087-2845
  - given-names: Sofie
    family-names: Van Den Bossche
    affiliation: Department of Data Analysis, Faculty of Psychology and Educational
      Sciences, Ghent University, Ghent, Belgium
    orcid: https://orcid.org/0000-0001-9195-2426
  - given-names: John W.
    family-names: VanMeter
    affiliation: Department of Neurology, Georgetown University, Washington D.C.,
      USA
    orcid: https://orcid.org/0000-0002-7012-5197
  - given-names: Gael P.
    family-names: Varoquaux
    affiliation: Parietal, Inria, Saclay, France
    orcid: https://orcid.org/0000-0003-1076-5122
  - given-names: Nandita
    family-names: Vijayakumar
    affiliation: School of Psychology, Deakin University, Melbourne, Australia
    orcid: https://orcid.org/0000-0002-5622-9547
  - given-names: Matteo
    family-names: Visconti di Oleggio Castello
    affiliation: Helen Wills Neuroscience Institute, University of California, Berkley,
      Berkeley, USA
    orcid: https://orcid.org/0000-0001-7931-5272
  - given-names: Christoph
    family-names: Vogelbacher
    affiliation: Laboratory for Multimodal Neuroimaging,  Department of Psychiatry
      and Psychotherapy, University of Marburg, Marburg, Germany
    orcid: https://orcid.org/0000-0002-3191-1400
  - given-names: Jakub
    family-names: Vohryzek
    affiliation: Department of Psychiatry, University of Oxford, Oxford, UK
    orcid: https://orcid.org/0000-0003-0994-5054
  - given-names: Jakša
    family-names: Vukojević
    affiliation: University psychiatric hospital Vrače, Zagreb, Croatia
  - given-names: Hao-Ting
    family-names: Wang
    affiliation: Sackler Centre for Consciousness Science, University of Sussex, Brighton,
      UK
    orcid: https://orcid.org/0000-0003-4078-2038
  - given-names: Kirstie Jane
    family-names: Whitaker
    affiliation: Tools, Practices and Systems Research Programme, Alan Turing Institute,
      London, UK
    orcid: https://orcid.org/0000-0001-8498-4059
  - given-names: Lucy
    family-names: Whitmore
    affiliation: Department of Psychology, University of Oregon, Eugene OR
  - given-names: Steve
    family-names: Wideman
    affiliation: NBL, University of Alabama at Birmingham, Birmingham AL, USA
  - given-names: Suzanne T.
    family-names: Witt
    affiliation: BrainsCAN, University of Western Ontario, London ON, Canada
    orcid: https://orcid.org/0000-0002-5530-0807
  - given-names: Xihe
    family-names: Xie
    affiliation: Department of Neuroscience, Weill Cornell Medicine, New York City,
      USA
    orcid: https://orcid.org/0000-0001-6595-2473
  - given-names: Hua
    family-names: Xie
    affiliation: Department of Psychology, University of Maryland, College Park MD,
      USA
    orcid: https://orcid.org/0000-0003-3462-0147
  - given-names: Ting
    family-names: Xu
    affiliation: Center for the Developing Brain, Child Mind Institute, New York,
      USA
  - given-names: Chao-Gan
    family-names: Yan
    affiliation: CAS Key Laboratory of Behavioral Science, Institute of Psychology,
      Beijing, China
  - given-names: Yu-Fang
    family-names: Yang
    affiliation: Department of Psychology, Würzburg University, Würzburg, Germany
    orcid: https://orcid.org/0000-0001-9089-6020
  - given-names: Fang-Cheng
    family-names: Yeh
    affiliation: University of Pittsburgh
    orcid: https://orcid.org/0000-0002-7946-2173
  - given-names: B.T. Thomas
    family-names: Yeo
    affiliation: Department of Electrical and Computer Engineering, Centre for Sleep
      & Cognition & Centre for Translational MR Research, National University of Singapore,
      Singapore, Singapore
    orcid: https://orcid.org/0000-0002-0119-3276
  - given-names: Xi-Nian
    family-names: Zuo
    affiliation: State Key Laboratory of Cognitive Neuroscience and Learning, Beijing
      Normal University, Beijing, China