À propos
TNG - Team Lead
Director of INS
Phone: +33 4 91 32 42 51
Since the late 90s he has made contributions to the understanding of how network structure constrains the emergence of functional dynamics using methods from nonlinear dynamic system theory and computational neuroscience. Dr. Jirsa has been awarded several international and national awards for his research including the Early Career Distinguished Scholar Award in 2004 and the Francois Erbsmann Prize in 2001. He serves on various Editorial Boards and has published more than 80 scientific articles and book chapters, as well as co-edited several books including the Handbook of Brain Connectivity.
Publications
- A next generation neural mass model with neuromodulation — Journal of Computational Neuroscience, 2026
- The role of connectivity for the degeneracy of the brain’s resting state dynamics — Journal of Computational Neuroscience, 2026
- Principles and Operation of Virtual Brain Twins — IEEE Reviews in Biomedical Engineering, 2026
- CLUES A Comprehensive Workflow for Integrating Geospatial Data in Biomedical Research — Nature Communications, 2026
- Author Correction: Generating synthetic task-based brain fingerprints for population neuroscience using deep learning — Communications Biology, 2026
- Double projection for reconstructing dynamical systems: between stochastic and deterministic regimes — Machine Learning: Science and Technology, 2026
- Co-simulation framework combining a microscopically detailed point neuron model of the hippocampal CA1 region with the macroscopic high-resolution virtual brain model — Journal of Computational Neuroscience, 2026
- High-resolution Bayesian Virtual Epileptic Patient using neural field models — Network Neuroscience, 2026
- Virtual Brain Inference (VBI) toolkit on EBRAINS — Journal of Open Source Software, 2026
- Complexity in speech and music listening via neural manifold flows — Network Neuroscience, 2025
- Dynamic causal modelling in probabilistic programming languages — Journal of The Royal Society Interface, 2025
- Simulating the impact of white matter connectivity on processing time scales using brain network models — Communications Biology, 2025
- The causal journey: from maps to mechanisms and digital twins — Cerebral Cortex, 2025
- Virtual brain twins for medicine — Brain Stimulation, 2025
- The Virtual Parkinsonian patient — npj Systems Biology and Applications, 2025
- Amortizing Personalization in Virtual Brain Twins — Lecture Notes in Computer Science, 2025
- Spatiotemporal brain complexity quantifies consciousness outside of perturbation paradigms — eLife, 2025
- Magnetoencephalography Dimensionality Reduction Informed by Dynamic Brain States — European Journal of Neuroscience, 2025
- Effect of Neuromodulation on the Brain Dynamical Repertoire — Lecture Notes in Computer Science, 2025
- Virtual epilepsy patient cohort: Generation and evaluation — PLOS Computational Biology, 2025
- Neuromodulation in Epilepsy through Temporal Interference Stimulation in Human whole-brain models — Neuroscience Applied, 2025
- Probabilistic inference of social presence across brain scales reveals enhanced synaptic efficacy — Communications Biology, 2025
- Intermodal Consistency of Whole‐Brain Connectivity and Signal Propagation Delays — Human Brain Mapping, 2025
- Dynamics and Bifurcation Structure of a Mean-Field Model of Adaptive Exponential Integrate-and-Fire Networks — Neural Computation, 2025
- Synchronization in spiking neural networks with short and long connections and time delays — Chaos: An Interdisciplinary Journal of Nonlinear Science, 2025
- Framework for Brain-Derived Dimensions of Psychopathology — JAMA Psychiatry, 2025
- Projecting the morbidity burden of mental and behavioral disorders associated with increasing humid heat in Shanghai — Nature Mental Health, 2025
- TVB C++: A Fast and Flexible Back‐End for The Virtual Brain — Advanced Science, 2025
- A mechanism for the emergence of low-dimensional structures in brain dynamics — npj Systems Biology and Applications, 2025
- Generating synthetic task-based brain fingerprints for population neuroscience using deep learning — Communications Biology, 2025
- Assessing Functional Connectivity Dynamics During Cognitive Tasks Involving the Dorsal Stream — Entropy, 2025
- Virtual brain twins for stimulation in epilepsy — Nature Computational Science, 2025
- Virtual Brain Inference (VBI), a flexible and integrative toolkit for efficient probabilistic inference on whole-brain models — eLife, 2025
- Bifurcations and bursting in the Epileptor — PLOS Computational Biology, 2024
- Virtual brain twins: from basic neuroscience to clinical use — National Science Review, 2024
- The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing — Imaging Neuroscience, 2024
- Brain sodium MRI-derived priors support the estimation of epileptogenic zones using personalized model-based methods in epilepsy — Network Neuroscience, 2024
- Inference on the Macroscopic Dynamics of Spiking Neurons — Neural Computation, 2024
- A review of epileptic markers: from ion channels, astrocytes, synaptic imbalance to whole brain network dynamics — Exploration of Neuroscience, 2024
- Multi-omics analyses of the environMENTAL project provide insights into mental health and disease — Nature Mental Health, 2024
- Human brain computing and brain-inspired intelligence — National Science Review, 2024
- Symmetry breaking organizes the brain’s resting state manifold — Scientific Reports, 2024
- Linking neuroimaging and mental health data from the ABCD Study to UrbanSat measurements of macro environmental factors — Nature Mental Health, 2024
- Simulation-based inference on virtual brain models of disorders — Machine Learning: Science and Technology, 2024
- Multiscale co-simulation design pattern for neuroscience applications — Frontiers in Neuroinformatics, 2024
- Effects of the spatial resolution of the Virtual Epileptic Patient on the identification of epileptogenic networks — Imaging Neuroscience, 2024
- Large-scale population data enrichment in mental health research — Nature Mental Health, 2024
- A protocol for data harmonization in large cohorts — Nature Mental Health, 2024
- Parameter estimation in a whole-brain network model of epilepsy: Comparison of parallel global optimization solvers — PLOS Computational Biology, 2024
- Altered spreading of fast aperiodic brain waves relates to disease duration in Amyotrophic Lateral Sclerosis — Clinical Neurophysiology, 2024
- A Classification of Seizures Based on Dynamics — Jasper's Basic Mechanisms of the Epilepsies, 2024
- Rethinking ethics in interdisciplinary and big data-driven neuroscience projects — Nature Mental Health, 2024
- Vast Parameter Space Exploration of the Virtual Brain: A Modular Framework for Accelerating the Multi-Scale Simulation of Human Brain Dynamics — Applied Sciences, 2024
- Characterization of regional differences in resting-state fMRI with a data-driven network model of brain dynamics — Science Advances, 2023
- Delineating epileptogenic networks using brain imaging data and personalized modeling in drug-resistant epilepsy — Science Translational Medicine, 2023
- Personalised virtual brain models in epilepsy — The Lancet Neurology, 2023
- Defining epileptogenic networks: Contribution of SEEG and signal analysis — Epilepsia, 2017
- The Virtual Epileptic Patient: Individualized whole-brain models of epilepsy spread — NeuroImage, 2017
- The Virtual Brain: a simulator of primate brain network dynamics — Frontiers in Neuroinformatics, 2013