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Computational Principles

2023

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Computational Principles

2023

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Poster 18 Journal Article 14 Talk (non-conference) 10 Software 6 Conference Presentation 5 Dissertation / PhD Thesis 3 Book 2 more ... Preprint 2 Communication 1 Contribution to a conference proceedings 1 Lecture 1 less ...

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Conference Presentation

Accelerating Neuronal Network Construction through Dynamic GPU Memory Instantiation

Villamar, Jose
2023

“...Computational Principles...”

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Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

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Talk (non-conference)

Statistical Mechanics of Neural Networks

Fischer, Kirsten
2023

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Residual scaling enables optimal signal propagation in ResNets

Fischer, Kirsten
2023

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From single-cell modeling to large-scale network dynamics with NEST Simulator

Sharma, Aadhar
2023

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Talk (non-conference)

A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

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7

Journal Article

Sequence learning in a spiking neuronal network with memristive synapses

Bouhadjar, Younes
2023

Neuromorphic computing and engineering, 3 (2023) S. 034014

“...Computational Principles...”

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Sinha, Ankur
2023

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Linssen, Charl
2023

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Linssen, Charl
2023

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Modeling and simulating spiking neurons and synaptic plasticity with NESTML

Linssen, Charl
2023

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12

Conference Presentation

License to Spike: A NEST Desktop and NESTML Workshop

Linssen, Charl
2023

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13

Talk (non-conference)

Dynamics and function of heterogeneous neural networks

Dahmen, David
2023

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14

Journal Article

Neuronal Population Activity in Macaque Visual Cortices Dynamically Changes through Repeated Fixations in Active Free Viewing

Yamane, Yukako
2023

eNeuro, 10 (2023) 10, S. ENEURO.0086-23.2023 -

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15

Journal Article

Research Data Management and Data Sharing for Reproducible Research—Results of a Community Survey of the German National Research Data Infrastructure Initiative Neuroscience

Klingner, Carsten M.
2023

eNeuro, 10 (2023) 2, S. ENEURO.0215-22.2023 -

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16

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

Lober, Melissa
2023

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17

Contribution to a conference proceedings

SGD Biased towards Early Important Samples for Efficient Training

Quercia, Alessio
2023

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18

Journal Article

Whole-brain dynamical modelling for classification of Parkinson’s disease

Jung, Kyesam
2023

Brain communications, 5 (2023) 1, S. fcac331

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

Zhang, Shufei
2023

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Journal Article

Learning Interacting Theories from Data

Merger, Claudia
2023

Physical review / X, 13 (2023) 4, S. 041033

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Publications database 61 Open Access 29

Poster 18 Journal Article 14 Talk (non-conference) 10 Software 6 Conference Presentation 5 Dissertation / PhD Thesis 3 more ... Book 2 Preprint 2 Communication 1 Contribution to a conference proceedings 1 Lecture 1 see all ... less ...

Morrison, Abigail 19 Helias, Moritz 13 Linssen, Charl 11 Babu, Pooja 10 Dahmen, David 10 Eppler, Jochen Martin 9 more ... Fischer, Kirsten 9 Diesmann, Markus 8 Nestler, Sandra 7 Terhorst, Dennis 7 Benelhedi, Mohamed Ayssar 6 Graber, Steffen 6 Wybo, Willem 6 Bouss, Peter 5 Mitchell, Jessica 5 Rene, Alexandre 5 Senk, Johanna 5 Eickhoff, Simon 4 Gilson, Matthieu 4 Grün, Sonja 4 Jung, Kyesam 4 Popovych, Oleksandr 4 Rumpe, Bernhard 4 Spreizer, Sebastian 4 Tetzlaff, Tom 4 Villamar, Jose 4 Bouhadjar, Younes 3 Duarte, Renato 3 Fanti, Viviana 3 Fischer, Angela 3 see all ... less ...

Computational Principles Human Brain Project Specific Grant Agreement 3 42 Emerging NC Architectures 29 Neuroscientific Foundations 23 Digitization of Neuroscience and User-Community Building 20 Advanced Computing Architectures 16 more ... Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 15 Human Brain Project Specific Grant Agreement 2 15 SimLab Neuroscience 15 Recurrence and stochasticity for neuro-inspired computation 11 Transparent Deep Learning with Renormalized Flows 11 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 10 Doktorand ohne besondere Förderung 9 Human Brain Project Specific Grant Agreement 1 8 Towards an integrated data science of complex natural systems 7 Theory of multi-scale neuronal networks 6 Brain-Scale Simulations 5 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 5 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 5 Generic metadata management for reproducible high-performance-computing simulation workflows - MetaMoSim 4 Helmholtz Platform for Research Software Engineering - Preparatory Study 4 Interactive Computing E-Infrastructure for the Human Brain Project 3 Personalized Recommendations for Neurodegenerative Disease 3 Theory, modelling and simulation 3 Verbundprojekt RenormalizedFlows: Transparentes Tiefes Lernen mit Renormalisierten Flows 2 Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 1 Engineering Digital Futures – Supercomputing, Data Management and Information Security for Knowledge and Action 1 Functional Neural Architectures 1 Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE) 1 Helmholz Metadata Collaboration 1 see all ... less ...

Computational and Systems Neuroscience; INM-6 53 Computational and Systems Neuroscience; IAS-6 52 Jara-Institut Brain structure-function relationships; INM-10 51 Jülich Supercomputing Center; JSC 15 Gehirn & Verhalten; INM-7 5 Elektronische Materialien; PGI-7 3 more ... JARA Institut Green IT; PGI-10 3 Quantum Computing Analytics; PGI-12 2 Datenanalyse und Maschinenlernen; IAS-8 1 Materials Data Science and Informatics; IAS-9 1 Quanten-Theorie der Materialien; PGI-1 1 see all ... less ...

2023

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