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Preprint Internal Report 1

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A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations

Albers, Jasper
2021

arXiv (2021)

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers

Pronold, Jari
2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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NEST Desktop - An educational application for neuroscience

Spreizer, Sebastian
2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Sub-realtime simulation of a neuronal network of natural density

Kurth, Anno
2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks

Korcsak-Gorzo, Agnes
2021

2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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A mean-field toolbox for spiking neuronal network model analysis

Layer, Moritz
2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Sequence learning, prediction, and replay in networks of spiking neurons

Bouhadjar, Younes
2021

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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On the complexity of resting state spiking activity in monkey motor cortex

Dąbrowska, Paulina Anna
2020

2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Usage and scaling of an open-source spiking multi-area model of monkey cortex

van Albada, Sacha
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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MR. Estimator, a toolbox to determine intrinsic timescales from subsampled spiking activity

Spitzner, Franz Paul
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Bringing Anatomical Information into Neuronal Network Models

van Albada, Sacha
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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

Stapmanns, Jonas
2020

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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

van Meegen, Alexander
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

S. 2002.11006

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Long-range coordination patterns in cortex change with behavioral context

Dahmen, David
2020

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease

Bachmann, Claudia
2019

2019 S. {1909.01012 [q-bio.NC]

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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A Microscopic Theory of Intrinsic Timescales in Spiking Neural Networks

van Meegen, Alexander
2019

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Conditions for wave trains in spiking neural networks

Senk, Johanna
2019

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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

Gilson, Matthieu
2019

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

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Publications database 62 Open Access 52

Preprint Internal Report 1

Diesmann, Markus 31 Helias, Moritz 22 van Albada, Sacha 16 Dahmen, David 13 Senk, Johanna 13 Tetzlaff, Tom 11 more ... Grün, Sonja 8 van Meegen, Alexander 7 Hagen, Espen 6 Keup, Christian 5 Paolucci, Pier Stanislao 5 Bakker, Rembrandt 4 Brochier, Thomas 4 Denker, Michael 4 Kurth, Anno 4 Kühn, Tobias 4 Morrison, Abigail 4 Petrovici, Mihai A. 4 Pronold, Jari 4 Stapmanns, Jonas 4 Bouhadjar, Younes 3 De Bonis, Giulia 3 Dickscheid, Timo 3 Duarte, Renato 3 Jordan, Jakob 3 Kunkel, Susanne 3 Layer, Moritz 3 Morales-Gregorio, Aitor 3 Pastorelli, Elena 3 Riehle, Alexa 3 see all ... less ...

Theory, modelling and simulation 34 Human Brain Project Specific Grant Agreement 3 30 Human Brain Project Specific Grant Agreement 2 24 Supercomputing and Modelling for the Human Brain 19 Connectivity and Activity 18 Advanced Computing Architectures 17 more ... Human Brain Project Specific Grant Agreement 1 17 Theory of multi-scale neuronal networks 17 Neuroscientific Foundations 13 The Human Brain Project 13 Doktorand ohne besondere Förderung 12 Computational Principles 9 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 8 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 8 Brain-Scale Simulations 7 Digitization of Neuroscience and User-Community Building 6 Emerging NC Architectures 6 Heterogenität von Zytoarchitektur, Chemoarchitektur und Konnektivität in einem großskaligen Computermodell der menschlichen Großhirnrinde 6 Recurrence and stochasticity for neuro-inspired computation 6 Brain-inspired multiscale computation in neuromorphic hybrid systems 5 Transparent Deep Learning with Renormalized Flows 5 Signalling Pathways and Mechanisms in the Nervous System 4 DEEP - Extreme Scale Technologies 3 Towards an integrated data science of complex natural systems 3 Algorithms of Adaptive Behavior and their Neuronal Implementation in Health and Disease 2 Auto-AAT 2 Generic metadata management for reproducible high-performance-computing simulation workflows - MetaMoSim 2 Helmholtz Platform for Research Software Engineering - Preparatory Study 2 Interactive Computing E-Infrastructure for the Human Brain Project 2 Mathematische Modellierung der Entstehung und Suppression pathologischer Aktivitätszustände in den Basalganglien-Kortex-Schleifen 2 see all ... less ...

Computational and Systems Neuroscience; INM-6 62 Computational and Systems Neuroscience; IAS-6 61 Jara-Institut Brain structure-function relationships; INM-10 52 Jülich Supercomputing Center; JSC 5 Elektronische Materialien; PGI-7 3 JARA Institut Green IT; PGI-10 3 more ... Gehirn & Verhalten; INM-7 2 Strukturelle und funktionelle Organisation des Gehirns; INM-1 2 JARA - HPC; JARA-HPC 1 JARA-BRAIN; JARA-BRAIN 1 Neuromorphic Software Eco System; PGI-15 1 Plasmaphysik; IEK-4 1 Theorie der Starken Wechselwirkung; IAS-4 1 Theorie der starken Wechselwirkung; IKP-3 1 see all ... less ...

2022 11 2020 9 2021 8 2023 7 2017 6 2019 6 more ... 2014 4 2018 4 2015 3 2016 2 see all ... less ...

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