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Poster 57 Journal Article 20 Talk (non-conference) 19 Preprint 13 Conference Presentation 11 Abstract 10 Contribution to a conference proceedings 7 more ... Software 5 Master Thesis 2 Book 1 Conference / Event 1 Dissertation / PhD Thesis 1 Lecture 1 less ...

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Journal Article

The Neuron vs the Synapse: Which One Is in the Driving Seat?

Dahmen, David
2024

PhysicsMagazine, 17 (2024) S. 50

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2

Journal Article

Effect of Synaptic Heterogeneity on Neuronal Coordination

Layer, Moritz
2024

PRX life, 2 (2024) 1, S. 013013

“...Dahmen, David...”

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Talk (non-conference)

Gell-Mann-Low criticality in neural networks

Tiberi, Lorenzo
2023

“...Dahmen, David...”

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Information transfer between correlation functions in neural networks

Fischer, Kirsten
2023

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5

Journal Article

Learning Interacting Theories from Data

Merger, Claudia
2023

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

“...Dahmen, David...”

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6

Residual scaling enables optimal signal propagation in ResNets

Fischer, Kirsten
2023

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7

Talk (non-conference)

Dynamics and function of heterogeneous neural networks

Dahmen, David
2023

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8

Talk (non-conference)

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

“...Dahmen, David...”

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9

Hidden synaptic structures control collective network dynamics

Tiberi, Lorenzo
2023

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10

Conference Presentation

A random matrix theory in eigenspace enables direct control of collective network activity

Tiberi, Lorenzo
2023

“...Dahmen, David...”

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11

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

“...Dahmen, David...”

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12

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

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13

Talk (non-conference)

Statistical Mechanics of Neural Networks

Fischer, Kirsten
2023

“...Dahmen, David...”

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14

Event-driven eligibility propagation in large-scale spiking neural networks

Korcsak-Gorzo, Agnes
2023

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15

Conference Presentation

Hidden synaptic structures control collective network dynamics

Tiberi, Lorenzo
2023

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16

Journal Article

Signal denoising through topographic modularity of neural circuits

Zajzon, Barna
2023

eLife, 12 (2023) S. e77009

“...Dahmen, David...”

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17

Talk (non-conference)

A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

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18

Talk (non-conference)

Decomposing neural networks as mappings of correlation functions

Fischer, Kirsten
2022

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19

Statistical decomposition of neural networks: Information transfer between correlation functions

Fischer, Kirsten
2022

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20

Conference / Event

Information processing through correlated and coordinated responses

Dahmen, David
2022

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Publications database 147 Open Access 51

Poster 57 Journal Article 20 Talk (non-conference) 19 Preprint 13 Conference Presentation 11 Abstract 10 more ... Contribution to a conference proceedings 7 Software 5 Master Thesis 2 Book 1 Conference / Event 1 Dissertation / PhD Thesis 1 Lecture 1 see all ... less ...

Dahmen, David 147 Helias, Moritz 90 Diesmann, Markus 65 Grün, Sonja 48 Hagen, Espen 35 van Albada, Sacha 32 more ... Tetzlaff, Tom 28 Keup, Christian 21 Stapmanns, Jonas 19 Einevoll, Gaute T. 16 Dabrowska, Paulina 15 Layer, Moritz 15 Lindén, Henrik 15 Voges, Nicole 15 Fischer, Kirsten 14 Kühn, Tobias 14 Linden, Henrik 13 Deutz, Lukas 12 Gilson, Matthieu 12 Stavrinou, Maria 12 von Papen, Michael 12 Einevoll, Gaute T 11 Nestler, Sandra 11 Brochier, Thomas 9 Hahne, Jan 9 Honerkamp, Carsten 9 Riehle, Alexa 9 Stavrinou, Maria L 9 Bolten, Matthias 8 Rene, Alexandre 8 see all ... less ...

Theory, modelling and simulation 77 Theory of multi-scale neuronal networks 65 Supercomputing and Modelling for the Human Brain 60 Connectivity and Activity 46 Human Brain Project Specific Grant Agreement 2 44 The Human Brain Project 33 more ... Brain-inspired multiscale computation in neuromorphic hybrid systems 32 Computational Principles 32 Human Brain Project Specific Grant Agreement 3 32 Human Brain Project Specific Grant Agreement 1 29 Recurrence and stochasticity for neuro-inspired computation 27 Advanced Computing Architectures 25 Signalling Pathways and Mechanisms in the Nervous System 23 Transparent Deep Learning with Renormalized Flows 23 Emerging NC Architectures 22 Neuroscientific Foundations 21 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 17 Helmholtz Alliance on Systems Biology 16 Towards an integrated data science of complex natural systems 12 Doktorand ohne besondere Förderung 10 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 4 Kausative Mechanismen mesoskopischer Aktivitätsmuster in der auditorischen Kategorien-Diskrimination 3 NeuroSys: Algorithm-Hardware Co-Design (Projekt C) - B 3 SMARTSTART Training Program in Computational Neuroscience 3 Brain-Scale Simulations 2 Computational Science and Mathematical Methods 2 Digitization of Neuroscience and User-Community Building 2 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 2 SimLab Neuroscience 2 Verbundprojekt RenormalizedFlows: Transparentes Tiefes Lernen mit Renormalisierten Flows 2 see all ... less ...

Computational and Systems Neuroscience; IAS-6 144 Computational and Systems Neuroscience; INM-6 144 Jara-Institut Brain structure-function relationships; INM-10 100 JARA-BRAIN; JARA-BRAIN 4 Theorie der Starken Wechselwirkung; IAS-4 4 Center for Advanced Simulation and Analytics; CASA 3 more ... Theorie der starken Wechselwirkung; IKP-3 3 Jülich Supercomputing Center; JSC 2 see all ... less ...

2017 18 2019 18 2023 16 2020 15 2021 14 2013 13 more ... 2015 13 2022 13 2018 11 2014 7 2016 7 2024 2 see all ... less ...

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