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Poster 7 Preprint 6 Journal Article 3 Software 3 Conference Presentation 2 Talk (non-conference) 2 Abstract 1 more ... less ...

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1

Phase Space Analysis of Chaotic Neural Networks

Stubenrauch, Jakob
2022

“...Helias, Moritz...”

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2

Talk (non-conference)

Statistical physics approach to neuronal dynamics

van Meegen, Alexander
2021

“...Helias, Moritz...”

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3

Journal Article

Large-Deviation Approach to Random Recurrent Neuronal Networks: Parameter Inference and Fluctuation-Induced Transitions

van Meegen, Alexander
2021

Physical review letters, 127 (2021) 15, S. 158302

“...Helias, Moritz...”

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Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

“...Helias, Moritz...”

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5

LIF Meanfield Tools

Layer, Moritz
2020

“...Layer, Moritz...”

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6

Senk, Johanna
2020

“...Helias, Moritz...”

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7

LIF Meanfield Tools

Layer, Moritz
2020

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8

Large Deviation Approach to Random Recurrent Neuronal Networks: Rate Function, Parameter Inference, and Activity Prediction

van Meegen, Alexander
2020

“...Helias, Moritz...”

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9

Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2020

“...Helias, Moritz...”

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10

Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

S. 2002.11006

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11

Inferring random network parameters from continuous-time trajectories

van Meegen, Alexander
2020

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12

On the path integral approach to random neural networks

van Meegen, Alexander
2020

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13

Journal Article

Conditions for wave trains in spiking neural networks

Senk, Johanna
2020

Physical review research, 2 (2020) 2, S. 023174

“...Helias, Moritz...”

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14

Talk (non-conference)

Disco update: Project on distributed covariances

Dahmen, David
2019

“...Helias, Moritz...”

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15

Conditions for wave trains in spiking neural networks

Senk, Johanna
2019

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16

A bridge from large deviation theory to statistical field theory

van Meegen, Alexander
2019

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17

A Toolbox for Simplified Meanfield Analysis

Layer, Moritz
2019

“...Layer, Moritz...”

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18

Neural Network Mean-Field Analysis Toolbox

Layer, Moritz
2019

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19

Long-Range Neuronal Coordination Near the Breakdown of Linear Stability

Layer, Moritz
2019

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20

Conference Presentation

A bridge from large deviation theory to statistical field theory

van Meegen, Alexander
2019

“...Helias, Moritz...”

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Publications database 24 Open Access 13

Poster 7 Preprint 6 Journal Article 3 Software 3 Conference Presentation 2 Talk (non-conference) 2 more ... Abstract 1 see all ... less ...

Helias, Moritz 24 van Meegen, Alexander 10 Dahmen, David 8 Korvasová, Karolína 8 Senk, Johanna 8 Diesmann, Markus 7 more ... Kühn, Tobias 7 Schuecker, Jannis 7 Layer, Moritz 6 Keup, Christian 5 Bos, Hannah 4 Hagen, Espen 4 Tetzlaff, Tom 4 Dabrowska, Paulina 2 Deutz, Lukas 2 Essink, Simon 2 Grün, Sonja 2 Nestler, Sandra 2 Schücker, Jannis 2 Voges, Nicole 2 Bolten, Matthias 1 Frommer, Andreas 1 Gilson, Matthieu 1 Hahne, Jan 1 Honerkamp, Carsten 1 Kurth, Anno 1 Papen, Michael von 1 Rauhut, Holger 1 Stapmanns, Jonas 1 Stubenrauch, Jakob 1 see all ... less ...

Doktorand ohne besondere Förderung Theory, modelling and simulation 20 Theory of multi-scale neuronal networks 17 Human Brain Project Specific Grant Agreement 2 15 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 7 Human Brain Project Specific Grant Agreement 1 7 more ... Supercomputing and Modelling for the Human Brain 7 Connectivity and Activity 5 Mathematische Modellierung der Entstehung und Suppression pathologischer Aktivitätszustände in den Basalganglien-Kortex-Schleifen 5 Metamaterialbasierte Textilantennen 5 Human Brain Project Specific Grant Agreement 3 4 Recurrence and stochasticity for neuro-inspired computation 4 Towards an integrated data science of complex natural systems 4 Transparent Deep Learning with Renormalized Flows 4 Advanced Computing Architectures 3 Helmholtz Young Investigators Group 3 Neuroscientific Foundations 3 (Dys-)function and Plasticity 1 Brain-Scale Simulations 1 COmputing BRAin signals (COBRA): Biophysical computations of electrical and magnetic brain signals 1 Computational Principles 1 Emerging NC Architectures 1 Helmholtz Analytics Framework 1 Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE) 1 Heterogenität von Zytoarchitektur, Chemoarchitektur und Konnektivität in einem großskaligen Computermodell der menschlichen Großhirnrinde 1 Kausative Mechanismen mesoskopischer Aktivitätsmuster in der auditorischen Kategorien-Diskrimination 1 Optogenetische Analyse der für kognitive Fähigkeiten zuständigen präfrontal-hippokampalen Netzwerke in der Entwicklung 1 SMARTSTART Training Program in Computational Neuroscience 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 24 Computational and Systems Neuroscience; INM-6 24 Jara-Institut Brain structure-function relationships; INM-10 24

2020 10 2019 9 2021 2 2017 1 2018 1 2022 1

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