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Modeling and simulating spiking neurons and synaptic plasticity with NESTML

Linssen, Charl
2023

“...Computational Principles...”

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Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

“...Computational Principles...”

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Whole-brain dynamical modeling for classification of Parkinson's disease

Jung, Kyesam
2023

“...Computational Principles...”

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Dendritic modulation for multitask representation learning in deep feedforward networks

Wybo, Willem
2023

“...Computational Principles...”

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Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

“...Computational Principles...”

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6

The World of EBRAINS Tools & Services

Terhorst, Dennis
2023

“...Computational Principles...”

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The World of EBRAINS Tools & Services

Terhorst, Dennis
2023

“...Computational Principles...”

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Residual scaling enables optimal signal propagation in ResNets

Fischer, Kirsten
2023

“...Computational Principles...”

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Information transfer between correlation functions in neural networks

Fischer, Kirsten
2023

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10

Linking Network and Neuron Level Correlations via Renormalized Field Theory

Dick, Michael
2023

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11

Validation of dynamical whole-brain models in high-dimensional parameter spaces

Wischnewski, Kevin
2023

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Nonlinear dimensionality reduction with normalizing flows for analysis of electrophysiological recordings

Bouss, Peter
2023

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Modeling and simulating spiking neurons and synaptic plasticity with NESTML

Linssen, Charl
2023

“...Computational Principles...”

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14

Impact of data processing on DCM estimates of effective connectivity from task-evoked fMRI

Zhang, Shufei
2023

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Exploiting network topology in brain-scale multi-area model simulations

Lober, Melissa
2023

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16

Reliability and subject specificity of personalized dynamical whole-brain models

Domhof, Justin
2022

“...Computational Principles...”

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17

Does a bimodal distribution of preferred directions to hand movements in visuo-parietal areas reflect a genuine motor response?

Essink, Simon
2022

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18

Tracking large-scale simulations through unified metadata handling

Villamar, Jose
2022

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19

Sequence learning in a spiking neural network with memristive synapses

Bouhadjar, Younes
2022

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20

Validation of dynamical whole-brain models in high-dimensional spaces

Wischnewski, Kevin
2022

“...Computational Principles...”

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Publications database 47 Open Access 26

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Popovych, Oleksandr 15 Eickhoff, Simon 14 Helias, Moritz 14 Dahmen, David 10 Jung, Kyesam 7 Diesmann, Markus 6 more ... Fischer, Kirsten 6 Keup, Christian 6 Nestler, Sandra 6 Florin, Esther 5 Rene, Alexandre 5 Bouss, Peter 4 Gilson, Matthieu 4 Grün, Sonja 4 Layer, Moritz 4 Morrison, Abigail 4 Patil, Kaustubh 4 Terhorst, Dennis 4 Tetzlaff, Tom 4 Wischnewski, Kevin 4 Bouhadjar, Younes 3 Caspers, Julian 3 Domhof, Justin 3 Rubbert, Christian 3 Wouters, Dirk J. 3 Babu, Pooja 2 Brochier, Thomas 2 Eppler, Jochen Martin 2 Fischer, Angela 2 Graber, Steffen 2 see all ... less ...

Computational Principles 47 Human Brain Project Specific Grant Agreement 3 29 Neuroscientific Foundations 18 Human Brain Project Specific Grant Agreement 2 17 Emerging NC Architectures 16 Advanced Computing Architectures 13 more ... Personalized Recommendations for Neurodegenerative Disease 11 Transparent Deep Learning with Renormalized Flows 10 Recurrence and stochasticity for neuro-inspired computation 9 Theory of multi-scale neuronal networks 9 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 7 Digitization of Neuroscience and User-Community Building 4 Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 4 Neuroscientific Data Analytics and AI 4 SimLab Neuroscience 4 Theory, modelling and simulation 4 Towards an integrated data science of complex natural systems 4 Doktorand ohne besondere Förderung 2 Helmholtz Analytics Framework 2 Human Brain Project Specific Grant Agreement 1 2 Brain-Scale Simulations 1 Generic metadata management for reproducible high-performance-computing simulation workflows - MetaMoSim 1 Helmholtz Platform for Research Software Engineering - Preparatory Study 1 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 1 Memristive Materials and Devices 1 Multilevel Brain Organization and Variability 1 NeuroSys: Algorithm-Hardware Co-Design (Projekt C) - B 1 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 1 Predictive Hierarchical Simulation 1 Verbundprojekt RenormalizedFlows: Transparentes Tiefes Lernen mit Renormalisierten Flows 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 31 Computational and Systems Neuroscience; INM-6 31 Jara-Institut Brain structure-function relationships; INM-10 31 Gehirn & Verhalten; INM-7 15 Jülich Supercomputing Center; JSC 4 Elektronische Materialien; PGI-7 3 more ... JARA Institut Green IT; PGI-10 3 Materials Data Science and Informatics; IAS-9 1 Quanten-Theorie der Materialien; PGI-1 1 Quantum Computing Analytics; PGI-12 1 see all ... less ...

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