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Jara-Institut Brain structure-function relationships; INM-10

Human Brain Project Specific Grant Agreement 3

Helias, Moritz

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Publications database

Jara-Institut Brain structure-function relationships; INM-10

Human Brain Project Specific Grant Agreement 3

Helias, Moritz

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Journal Article 8 Poster 7 Preprint 6 Talk (non-conference) 6 Software 2 Book 1 Conference Presentation 1 more ... Contribution to a conference proceedings 1 less ...

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Talk (non-conference)

Gell-Mann-Low criticality in neural networks

Tiberi, Lorenzo
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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3

Linking Network and Neuron Level Correlations via Renormalized Field Theory

Dick, Michael
2023

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Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

Physical review research, 5 (2023) 3, S. 033177

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5

Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

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6

Talk (non-conference)

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

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7

Journal Article

Gell-Mann–Low Criticality in Neural Networks

Tiberi, Lorenzo
2022

Physical review letters, 128 (2022) 16, S. 168301

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8

Phase Space Analysis of Chaotic Neural Networks

Stubenrauch, Jakob
2022

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9

Journal Article

Unified field theoretical approach to deep and recurrent neuronal networks

Segadlo, Kai
2022

Journal of statistical mechanics: theory and experiment, 2022 (2022) 10, S. 103401

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10

Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2022

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11

Journal Article

Global organization of neuronal activity only requires unstructured local connectivity

Dahmen, David
2022

eLife, 11 (2022) S. e68422

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12

Journal Article

NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models

Layer, Moritz
2022

Frontiers in neuroinformatics, 16 (2022) S. 835657

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13

Journal Article

Event-Based Update of Synapses in Voltage-Based Learning Rules

Stapmanns, Jonas
2021

Frontiers in neuroinformatics, 15 (2021) S. 609147

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14

Conference Presentation

Conditions for wave trains in spiking neural networks

Senk, Johanna
2021

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15

Talk (non-conference)

Fluctuations, correlations, chaos: dynamics and computation in recurrent networks

Helias, Moritz
2021

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16

Event-driven updates of voltage-based learning rules

Korcsak-Gorzo, Agnes
2021

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17

Talk (non-conference)

Statistical physics approach to neuronal dynamics

van Meegen, Alexander
2021

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18

Talk (non-conference)

Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

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Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

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A mean-field toolbox for spiking neuronal network model analysis

Layer, Moritz
2021

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Publications database Open Access 21

Journal Article 8 Poster 7 Preprint 6 Talk (non-conference) 6 Software 2 Book 1 more ... Conference Presentation 1 Contribution to a conference proceedings 1 see all ... less ...

Helias, Moritz Dahmen, David 21 Gilson, Matthieu 11 Nestler, Sandra 10 Keup, Christian 9 Diesmann, Markus 8 more ... van Meegen, Alexander 8 Layer, Moritz 7 Rauhut, Holger 7 Senk, Johanna 6 Stapmanns, Jonas 6 Essink, Simon 5 Bos, Hannah 4 Grün, Sonja 4 Bolten, Matthias 3 Boutaib, Youness 3 Brochier, Thomas 3 Dabrowska, Paulina 3 Deutz, Lukas 3 Hahne, Jan 3 Kühn, Tobias 3 Luu, Tom 3 Riehle, Alexa 3 Voges, Nicole 3 von Papen, Michael 3 Bartolomaeus, Wiebke 2 Bouss, Peter 2 Fischer, Kirsten 2 Insabato, Andrea 2 Korvasová, Karolína 2 see all ... less ...

Human Brain Project Specific Grant Agreement 3 Theory of multi-scale neuronal networks 20 Human Brain Project Specific Grant Agreement 2 19 Neuroscientific Foundations 18 Transparent Deep Learning with Renormalized Flows 16 Advanced Computing Architectures 15 more ... Computational Principles 13 Theory, modelling and simulation 12 Towards an integrated data science of complex natural systems 12 Emerging NC Architectures 10 Recurrence and stochasticity for neuro-inspired computation 10 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 9 Connectivity and Activity 7 Doktorand ohne besondere Förderung 4 Human Brain Project Specific Grant Agreement 1 4 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 4 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 3 COmputing BRAin signals (COBRA): Biophysical computations of electrical and magnetic brain signals 1 Digitization of Neuroscience and User-Community Building 1 Mathematische Modellierung der Entstehung und Suppression pathologischer Aktivitätszustände in den Basalganglien-Kortex-Schleifen 1 Metamaterialbasierte Textilantennen 1 NeuroSys: Algorithm-Hardware Co-Design (Projekt C) - B 1 Neuromorphic Computing and Network Dynamics 1 Supercomputing and Modelling for the Human Brain 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 32 Computational and Systems Neuroscience; INM-6 32 Jara-Institut Brain structure-function relationships; INM-10 Theorie der Starken Wechselwirkung; IAS-4 2 Theorie der starken Wechselwirkung; IKP-3 2 Quanten-Theorie der Materialien; PGI-1 1

2020 10 2021 9 2022 7 2023 6

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