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Poster 57 Journal Article 22 Conference Presentation 20 Talk (non-conference) 19 Preprint 17 Abstract 10 Lecture 4 more ... Master Thesis 4 Dissertation / PhD Thesis 3 Software 3 Book 1 less ...

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Software

LIF Meanfield Tools

Layer, Moritz
2020

“...Theory of multi-scale neuronal networks...”

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Master Thesis

Renormalized Fluctuation Expansion for Non-Equilibrium Disordered Networks

Dick, Michael
2020

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Master Thesis

Decomposition of Deep Neural Networks into Correlation Functions

Fischer, Kirsten
2020

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Preprint

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

van Meegen, Alexander
2020

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Preprint

Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

S. 2002.11006

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Journal Article

The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

Gilson, Matthieu
2020

PLoS Computational Biology, 16 (2020) 10, S. e1008127

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Preprint

Event-based update of synapses in voltage-based learning rules

Stapmanns, Jonas
2020

S. arXiv:2009.08667 [q-bio.NC]

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Book

Statistical Field Theory for Neural Networks

Helias, Moritz
2020

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Master Thesis

Joint Optimization Of Input And Output Projections In Reservoir Computing

Nestler, Sandra
2019

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Poster

A Toolbox for Simplified Meanfield Analysis

Layer, Moritz
2019

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Poster

Neural Network Mean-Field Analysis Toolbox

Layer, Moritz
2019

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Poster

Long-Range Neuronal Coordination Near the Breakdown of Linear Stability

Layer, Moritz
2019

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Poster

The dynamically balanced critical state in motor cortex

Helias, Moritz
2019

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Poster

Taming Stochastic, Nonlinear Rate Neurons With Field Theory

Stapmanns, Jonas
2019

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Talk (non-conference)

Field Theory of Neuronal Networks

Dahmen, David
2019

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Conference Presentation

A bridge from large deviation theory to statistical field theory

van Meegen, Alexander
2019

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Talk (non-conference)

(Mean-)Field Theory Methods in Neuroscience

Kühn, Tobias
2019

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Lecture

The Balanced State in Random Networks

Keup, Christian
2019

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Poster

Optimized Reservoir Computing with Stochastic Recurrent Networks

Nestler, Sandra
2019

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Poster

Coordination between individual neurons across mesoscopic distances

Dahmen, David
2019

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Publications database 160 Open Access 66

Poster 57 Journal Article 22 Conference Presentation 20 Talk (non-conference) 19 Preprint 17 Abstract 10 more ... Lecture 4 Master Thesis 4 Dissertation / PhD Thesis 3 Software 3 Book 1 see all ... less ...

Helias, Moritz 140 Dahmen, David 65 Diesmann, Markus 43 Kühn, Tobias 34 Keup, Christian 24 Grün, Sonja 21 more ... Layer, Moritz 19 Bos, Hannah 18 Schücker, Jannis 17 van Meegen, Alexander 14 Fischer, Kirsten 12 Goedeke, Sven 12 Mana, PierGianLuca 11 Schuecker, Jannis 10 Senk, Johanna 10 Deutz, Lukas 9 Stapmanns, Jonas 9 Dabrowska, Paulina 8 Voges, Nicole 8 Gilson, Matthieu 7 Honerkamp, Carsten 7 van Albada, Sacha 7 Denker, Michael 6 Kunkel, Susanne 6 Rene, Alexandre 6 Korvasová, Karolína 5 Nestler, Sandra 5 Schmidt, Maximilian 5 von Papen, Michael 5 Brochier, Thomas 4 see all ... less ...

Theory of multi-scale neuronal networks 160 Theory, modelling and simulation 109 Supercomputing and Modelling for the Human Brain 75 Connectivity and Activity 66 Human Brain Project Specific Grant Agreement 2 49 The Human Brain Project 46 more ... Human Brain Project Specific Grant Agreement 1 37 Brain-inspired multiscale computation in neuromorphic hybrid systems 26 Computational Principles 24 Human Brain Project Specific Grant Agreement 3 24 Recurrence and stochasticity for neuro-inspired computation 23 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 20 Transparent Deep Learning with Renormalized Flows 20 Advanced Computing Architectures 19 Doktorand ohne besondere Förderung 18 Neuroscientific Foundations 17 Emerging NC Architectures 16 Helmholtz Alliance on Systems Biology 14 Signalling Pathways and Mechanisms in the Nervous System 14 Brain-Scale Simulations 9 Towards an integrated data science of complex natural systems 9 Computational Science and Mathematical Methods 7 SimLab Neuroscience 5 The Next-Generation Integrated Simulation of Living Matter 5 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 4 W2/W3 Professorinnen Programm der Helmholtzgemeinschaft 4 Metamaterialbasierte Textilantennen 3 SMARTSTART Training Program in Computational Neuroscience 3 COmputing BRAin signals (COBRA): Biophysical computations of electrical and magnetic brain signals 2 DEEP - Extreme Scale Technologies 2 see all ... less ...

Computational and Systems Neuroscience; INM-6 160 Computational and Systems Neuroscience; IAS-6 159 Jara-Institut Brain structure-function relationships; INM-10 109 JARA-BRAIN; JARA-BRAIN 7 Jülich Supercomputing Center; JSC 7 JARA - HPC; JARA-HPC 3 more ... Theorie der Starken Wechselwirkung; IAS-4 2 Theorie der starken Wechselwirkung; IKP-3 2 John von Neumann - Institut für Computing; NIC 1 Quanten-Theorie der Materialien; PGI-1 1 see all ... less ...

2019 29 2017 23 2018 17 2016 16 2020 16 2015 14 more ... 2021 13 2022 13 2014 12 2023 7 see all ... less ...

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