ArticleImaging neuroscience (Cambridge, Mass.)2024
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing.
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Article in Imaging neuroscience (Cambridge, Mass.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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25citing papers in PubMed
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25 citing papers in PubMed.
- Can digital brain twins dissolve the uncertainties surrounding unresponsive wakefulness?BMC medical ethics · 2026Article
- Virtual prototyping of non-invasive spinal cord electrical stimulation targeting upper limb motor function.bioRxiv : the preprint server for biology · 2026Article
- Characterization of Children with Intellectual Disabilities and Relevance of MushroomNutrients · 2026Article
- Bridging the neuro-AI chasm: a framework for scalable, contextually adaptive training resources in large-scale brain data science.Frontiers in psychology · 2026Article
- AI-enabled multimodal neuroimaging for neurotransmitter mapping in normal aging and age-related disease.Frontiers in aging neuroscience · 2026Review
- AI-driven insights into protein misfolding and innate immunity in neurodegenerative diseases.Frontiers in immunology · 2026Review
- Grand challenges for systems neuroscience: perspectives and opportunities.Frontiers in systems neuroscience · 2026Article
- Building on models-a perspective for computational neuroscience.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Modeling neuron-astrocyte interactions in neural networks using distributed simulation.PLoS computational biology · 2025Article
- Effective workflow from multimodal MRI data to model-based prediction.Scientific reports · 2025Article
- A large annotated dataset of vocalizations by common marmosets.Scientific data · 2025Article
- A computational approach to evaluate how molecular mechanisms impact large-scale brain activity.Nature computational science · 2025Article
- Entropy and Complexity Tools Across Scales in Neuroscience: A Review.Entropy (Basel, Switzerland) · 2025Review
- FAIR African brain data: challenges and opportunities.Frontiers in neuroinformatics · 2025Article
- Translational network neuroscience: Nine roadblocks and possible solutions.Network neuroscience (Cambridge, Mass.) · 2025Article
- From data to decision: Scaling artificial intelligence with informatics for epilepsy management.Clinical and translational medicine · 2024Article
- Digital tools of analysis and data integration facilitate synergy between mouse and human brain research and enable translation.Mammalian genome : official journal of the International Mammalian Genome Society · 2024Article
- Virtual brain twins: from basic neuroscience to clinical use.National science review · 2024Review
- Brain state identification and neuromodulation to promote recovery of consciousness.Brain communications · 2024Review
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Authors and funding
106 authors.
Katrin AmuntsResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Markus AxerResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Swati BanerjeeUniversité Paris-Saclay, CEA, List, Palaiseau, France.
Lise BitschThe Danish Board of Technology Foundation, Copenhagen, Denmark.
Jan G BjaalieInstitute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
Philipp BraunerRWTH Aachen University, Aachen, Germany.
Andrea BrovelliInstitut de Neurosciences de la Timone, Aix Marseille Université, CNRS, Marseille, France.
Navona CalarcoUniversity of Toronto, Toronto, Canada.
Marcel CarrereFaculty of Mathematics and Natural Sciences, Bergische Universität Wuppertal, Wuppertal, Germany.
Svenja CaspersResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Christine J CharvetCollege of Veterinary Medicine, Auburn University, Auburn, AL, United States.
Sven CichonResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Roshan CoolsRadboud University Nijmegen, Nijmegen, Netherlands.
Irene CostantiniEuropean Laboratory for Non-Linear Spectroscopy, Department of Biology, University of Florence, Florence, Italy.
Egidio Ugo D'AngeloNeurological Institute Foundation Casimiro Mondino (IRCCS), University of Pavia, Pavia, Italy.
Giulia De BonisIstituto Nazionale di Fisica Nucleare (INFN), Sezione di Roma, Rome, Italy.
Gustavo DecoICREA, Barcelona, Spain.
Javier DeFelipeLaboratorio Cajal de Circuitos Corticales, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, Madrid, Spain.
Alain DestexheParis-Saclay University, Centre National de la Recherche Scientifique, Gif sur Yvette, France.
Timo DickscheidResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Markus DiesmannRWTH Aachen University, Aachen, Germany.
Emrah DüzelInstitute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.
Simon B EickhoffInstitute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany.
Gaute EinevollNorwegian University of Life Sciences & University of Oslo, Oslo, Norway.
Damian EkeDe Montfort University, Leicester, United Kingdom.
Andreas K EngelDepartment of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Alan C EvansMontreal Neurological Institute, Montreal, Canada.
Kathinka EversCentre for Research Ethics and Bioethics, Uppsala University, Uppsala, Sweden.
Nataliia FedorchenkoC. & O. Vogt Institute for Brain Research, University Hospital Düsseldorf, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany.
Stephanie J ForkelDonders Institute for Brain, Behaviour, and Cognition, Radboud University, Nijmegen, Netherlands.
Jan FousekAix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Neurosciences des Systèmes (INS) UMR1106, Marseille, France.
Angela D FriedericiMax Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
Karl FristonUniversity College London, London, United Kingdom.
Stephen FurberDepartment of Computer Science, The University of Manchester, Manchester, United Kingdom.
Liesbet GerisUniversité de Liège, Liège, Belgium.
Rainer GoebelMaastricht University, Maastricht, The Netherlands.
Onur GüntürkünBiopsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University Bochum, Bochum, Germany.
Aini Ismafairus Abd HamidBrain Behaviour Cluster, Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia.
Christina HeroldC. & O. Vogt Institute for Brain Research, University Hospital Düsseldorf, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany.
Claus C HilgetagInstitute of Computational Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Sabine M HölterHelmholtz Zentrum München, Institut für Entwicklungsgenetik, Neuherberg, Germany.
Yannis IoannidisATHENA Research & Innovation Center, Marousi, Greece.
Viktor JirsaAix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Neurosciences des Systèmes (INS) UMR1106, Marseille, France.
Sriranga KashyapUniversity Health Network, Toronto, Canada.
Burkhard S KasperEpilepsy Center, Department of Neurology, FAU Erlangen-Nuremberg, Erlangen, Germany.
Alban de Kerchove d'ExaerdeNeurophy Lab, ULB Neuroscience Institute, Université Libre de Bruxelles (ULB), Bruxelles, Belgium.
Roxana KooijmansResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
István KorenRWTH Aachen University, Aachen, Germany.
Jeanette Hellgren KotaleskiComputational Science and Technology, KTH Royal Institute of Technology, Stockholm, Sweden.
Gregory KiarChild Mind Institute, New York, NY, United States.
Wouter KlijnInstitute for Advanced Simulation (IAS), Jülich Supercomputing Centre (JSC), Research Centre Jülich, Jülich, Germany.
Lars KlüverThe Danish Board of Technology Foundation, Copenhagen, Denmark.
Alois C KnollDepartment of Informatics, Technical University Munich, Munich, Germany.
Zeljka KrsnikCroatian Institute for Brain Research, School of Medicine, University of Zagreb, Zagreb, Croatia.
Julia KämpferResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Matthew E LarkumHumboldt University of Berlin, Berlin, Germany.
Marja-Leena LinneFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Thomas LippertInstitute for Advanced Simulation (IAS), Jülich Supercomputing Centre (JSC), Research Centre Jülich, Jülich, Germany.
Jafri Malin AbdullahBrain Behaviour Cluster, Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia.
Paola Di MaioCenter for Systems, Knowledge Representation and Neuroscience, Ronin Institute, Montclair, NJ, United States.
Neville MagielseInstitute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany.
Pierre MaquetUniversité de Liège, Liège, Belgium.
Anna Letizia Allegra MascaroNeuroscience Institute - National Research Council, Rome, Italy.
Daniele MarinazzoUniversity of Ghent, Ghent, Belgium.
Jorge MejiasSwammerdam Institute for life Sciences, University of Amsterdam, Amsterdam, Netherlands.
Andreas Meyer-LindenbergDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Heidelberg, Germany.
Michele MiglioreInstitute of Biophysics, National Research Council, Palermo, Italy.
Judith MichaelRWTH Aachen University, Aachen, Germany.
Yannick MorelUniversity of Maastricht, Maastricht, Netherlands.
Fabrice O MorinDepartment of Informatics, Technical University Munich, Munich, Germany.
Lars MuckliUniversity of Glasgow, Glasgow, United Kingdom.
Guy NagelsUniversity of Brussels, Brussels, Belgium.
Lena OdenInstitute for Advanced Simulation (IAS), Jülich Supercomputing Centre (JSC), Research Centre Jülich, Jülich, Germany.
Nicola Palomero-GallagherResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Fanis PanagiotaropoulosCognitive Neuroimaging Unit, CEA, DSV/I2BM, INSERM, Universite Paris-Sud, Universite Paris-Saclay, Neurospin Center, Gif/Yvette, France.
Pier Stanislao PaolucciINFN- the National Institute of Nuclear Physics, Rome, Italy.
Cyriel PennartzSwammerdam Institute for life Sciences, University of Amsterdam, Amsterdam, Netherlands.
Liesbet M PeetersBiomedical Research Institute & Data Science Institute, Hasselt University, Hasselt, Belgium.
Spase PetkoskiAix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Neurosciences des Systèmes (INS) UMR1106, Marseille, France.
Nicolai PetkovBernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, Netherlands.
Lucy S PetroUniversity of Glasgow, Glasgow, United Kingdom.
Mihai A PetroviciKirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany.
Giovanni PezzuloInstitute of Cognitive Sciences and Technologies - National Research Council, Roma, Italy.
Pieter RoelfsemaNetherlands Institute for Neuroscience (KNAW), Amsterdam, Netherlands.
Laurence RisUniversité de Mons, Mons, Belgium.
Petra RitterBerlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany.
Kathleen RocklandBoston University School of Medicine, Boston, MA, United States.
Stefan RotterBernstein Center Freiburg & Faculty of Biology, University of Freiburg, Freiburg im Breisgau, Germany.
Andreas RowaldProModell Group, Chair for Digital Health, Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Sabine RulandResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Philippe RyvlinDepartment of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Arleen SallesCentre for Research Ethics & Bioethics, Uppsala University, Uppsala, Sweden.
Maria V Sanchez-VivesICREA, Barcelona, Spain.
Johannes SchemmelBernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, Netherlands.
Walter SennKirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany.
Alexandra A de SousaBath Spa University; UKRI ART:AI, University of Bath, Bath, United Kingdom.
Felix StröckensC. & O. Vogt Institute for Brain Research, University Hospital Düsseldorf, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany.
Bertrand ThirionInria, CEA, Université Paris-Saclay, Palaiseau, France.
Kâmil UludağUniversity of Toronto, Toronto, Canada.
Simo VanniUniversity of Helsinki, Helsinki, Finland.
Sacha Jennifer van AlbadaInstitute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (JBI-1/INM-10), Jülich Research Centre, Jülich, Germany.
Wim VanduffelKU Leuven, Leuven, Belgium.
Julien VezoliErnst Strüngmann Institute for Neuroscience in Cooperation with Max Planck Society, Frankfurt, Germany.
Lisa Vincenz-DonnellyResearch Centre, Institute of Neurosciences and Medicine (INM-1), Jülich, Germany.
Florian WalterChair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Munich, Germany.
Laszlo ZaborszkyCenter of Molecular and Behavioral Neuroscience, Rutgers University, Newark, NJ, United States.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In recent years, brain research has indisputably entered a new epoch, driven by substantial methodological advances and digitally enabled data integration and modelling at multiple scales-from molecules to the whole brain. Major advances are emerging at the intersection of neuroscience with technology and computing. This new science of the brain combines high-quality research, data integration across multiple scales, a new culture of multidisciplinary large-scale collaboration, and translation into applications. As pioneered in Europe's Human Brain Project (HBP), a systematic approach will be essential for meeting the coming decade's pressing medical and technological challenges. The aims of this paper are to: develop a concept for the coming decade of digital brain research, discuss this new concept with the research community at large, identify points of convergence, and derive therefrom scientific common goals; provide a scientific framework for the current and future development of EBRAINS, a research infrastructure resulting from the HBP's work; inform and engage stakeholders, funding organisations and research institutions regarding future digital brain research; identify and address the transformational potential of comprehensive brain models for artificial intelligence, including machine learning and deep learning; outline a collaborative approach that integrates reflection, dialogues, and societal engagement on ethical and societal opportunities and challenges as part of future neuroscience research.
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brain modelsdata sharingdigital research toolshuman brainresearch platforms.research roadmap
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