MD
Markus Diesmann
q-bio.NCModels, NeurologicalNeural Networks, Computerlarge-scale simulationparallel computingcomputational neurosciencesupercomputerComputer Simulationcs.DCspiking neuronal network
On Valency
published · living versionsW_bfu48u9h·v1 · currentpublished
A unified view on weakly correlated recurrent networks
with Dmytro Grytskyy, Tom Tetzlaff, Moritz Helias
1 version
Preprints & journals
156 papers in the corpus · 1997–2026Event-driven eligibility propagation in large sparse networks: efficiency shaped by biological realism2511.21674v1 · Agnes Korcsak-Gorzo, Jes'us A. Espinoza Valverde, Jonas Stapmanns et al.2025 · 0 citationsarXiv
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute.37064716 · Aimone, James B, Awile, Omar, Diesmann, Markus et al.2026 · 4 citationsFrontiers in neuroinformatics. 2023;17:1157418
NUMA balancing hampering performance of spiking network simulations2607.22275v2 · Melissa Lober, Alp Inangu, Gorka Peraza Coppola et al.2026 · 0 citationsarXiv
State-dependent brain responsiveness, from local circuits to the whole brain2510.07956v2 · A. Destexhe, J Goldman, N. Tort-Colet et al.2025 · 2 citationsarXiv
Exploiting network topology in brain-scale simulations of spiking neural networks2602.23274v2 · Melissa Lober, Markus Diesmann, Susanne Kunkel2026 · 0 citationsNeuromorphic Computing and Engineering 6(2), 024024 (2026)
Learning sequence timing and control of replay speed in networks of spiking neurons2605.22523v1 · Melissa Lober, Younes Bouhadjar, Markus Diesmann et al.2026 · 0 citationsarXiv
Scalable Construction of Spiking Neural Networks using up to thousands of GPUs2512.09502v2 · Bruno Golosio, Gianmarco Tiddia, Jos'e Villamar et al.2025 · 0 citationsNeuromorphic Computing and Engineering, Volume 6, Number 2, 024012, 2026
Constructive community race: full-density spiking neural network model drives neuromorphic computing2505.21185v3 · Johanna Senk, Anno C. Kurth, Steve Furber et al.2025 · 5 citationsarXiv
Building on models-a perspective for computational neuroscience.41206945 · Plesser, Hans Ekkehard, Davison, Andrew P, Diesmann, Markus et al.2025 · 3 citationsCerebral cortex (New York, N.Y. : 1991). 2025;35(11)
Modeling neuron-astrocyte interactions in neural networks using distributed simulation.40971948 · Jiang, Han-Jia, Aćimović, Jugoslava, Manninen, Tiina et al.2025 · 12 citationsPLoS computational biology. 2025;21(9):e1013503
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing.40800542 · Amunts, Katrin, Axer, Markus, Banerjee, Swati et al.2025 · 48 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
Modeling neuron-astrocyte interactions in neural networks using distributed simulation10.1101/2024.11.11.622953v3 · Jiang, H.-J., Acimovic, J., Manninen, T. et al.2024 · 12 citationsbioRxiv
Cell-type specific projection patterns promote balanced activity in cortical microcircuits10.1101/2024.10.03.616539v2 · Kurth, A. C., Albers, J., Diesmann, M. et al.2024 · 1 citationbioRxiv
Assessing the similarity of real matrices with arbitrary shape2403.17687v3 · Jasper Albers, Anno C. Kurth, Robin Gutzen et al.2024 · 0 citationsarXiv
Reconciliation of weak pairwise spike-train correlations and highly coherent local field potentials across space1805.10235v3 · Johanna Senk, Espen Hagen, Sacha J. van Albada et al.2018 · 18 citationsCerebral Cortex 34(10): bhae405 (2024)
Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer.35126034 · Heittmann, Arne, Psychou, Georgia, Trensch, Guido et al.2024 · 19 citationsFrontiers in neuroscience. 2021;15:728460
Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density2212.05354v2 · Agnes Korcsak-Gorzo, Charl Linssen, Jasper Albers et al.2022 · 1 citationarXiv
Software in science is ubiquitous yet overlooked.38951645 · Hocquet, Alexandre, Wieber, Frédéric, Gramelsberger, Gabriele et al.2024 · 21 citationsNature computational science. 2024;4(7):465-468
Computational Neuroscience: Mathematical and Statistical Perspectives.30976604 · Kass, Robert E, Amari, Shun-Ichi, Arai, Kensuke et al.2024 · 65 citationsAnnual review of statistics and its application. 2018;5:183-214
Coherent noise enables probabilistic sequence replay in spiking neuronal networks2206.10538v2 · Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann et al.2022 · 4 citationsarXiv
Sequence learning in a spiking neuronal network with memristive synapses2211.16592v1 · Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff et al.2022 · 4 citationsarXiv
Usage and Scaling of an Open-Source Spiking Multi-Area Model of Monkey Cortex2011.11335v1 · Sacha Jennifer van Albada, Jari Pronold, Alexander van Meegen et al.2020 · 7 citationsarXiv
Sub-realtime simulation of a neuronal network of natural density2111.04398v2 · Anno C. Kurth, Johanna Senk, Dennis Terhorst et al.2021 · 27 citationsNeuromorph. Comput. Eng. 2 021001 (2022)
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations2112.09018v1 · Jasper Albers, Jari Pronold, Anno Christopher Kurth et al.2021 · 15 citationsFront. Neuroinform. 16:837549 (2022)
Conditions for wave trains in spiking neural networks1801.06046v2 · Johanna Senk, Karol'ina Korvasov'a, Jannis Schuecker et al.2018 · 28 citationsPhys. Rev. Research 2, 023174 (2020)
VIOLA - A multi-purpose and web-based visualization tool for neuronal-network simulation output1803.10205v1 · Johanna Senk, Corto Carde, Espen Hagen et al.2018 · 12 citationsFront. Neuroinform. 12:75 (2018)
Prominent characteristics of recurrent neuronal networks are robust against low synaptic weight resolution2105.05002v1 · Stefan Dasbach, Tom Tetzlaff, Markus Diesmann et al.2021 · 13 citationsFront. Neurosci. 15:757790 (2021)
Connectivity Concepts in Neuronal Network Modeling2110.02883v3 · Johanna Senk, Birgit Kriener, Mikael Djurfeldt et al.2021 · 52 citationsPLoS Comput Biol 18(9): e1010086 (2022)
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers2109.12855v2 · Jari Pronold, Jakob Jordan, Brian J. N. Wylie et al.2021 · 27 citationsarXiv
Sequence learning, prediction, and replay in networks of spiking neurons2111.03456v2 · Younes Bouhadjar, Dirk J. Wouters, Markus Diesmann et al.2021 · 19 citationsarXiv
The perfect integrator driven by Poisson input and its approximation in the diffusion limit1010.3537v2 · Moritz Helias, Moritz Deger, Stefan Rotter et al.2010 · 10 citationsarXiv
The correlation structure of local cortical networks intrinsically results from recurrent dynamics1304.2149v3 · Moritz Helias, Tom Tetzlaff, Markus Diesmann2013 · 122 citationsarXivon Valency
A unified view on weakly correlated recurrent networks1304.7945v2 · Dmytro Grytskyy, Tom Tetzlaff, Markus Diesmann et al.2013 · 76 citationsarXivon Valency
Hybrid scheme for modeling local field potentials from point-neuron networks1511.01681v2 · Espen Hagen, David Dahmen, Maria L. Stavrinou et al.2015 · 105 citationsarXivon Valency
Deterministic networks for probabilistic computing1710.04931v2 · Jakob Jordan, Mihai A. Petrovici, Oliver Breitwieser et al.2017 · 21 citationsarXiv
Bringing Anatomical Information into Neuronal Network Models2007.00031v2 · Sacha Jennifer van Albada, Aitor Morales-Gregorio, Timo Dickscheid et al.2020 · 33 citationsarXiv
Event-based update of synapses in voltage-based learning rules2009.08667v2 · Jonas Stapmanns, Jan Hahne, Moritz Helias et al.2020 · 5 citationsarXiv
Global organization of neuronal activity only requires unstructured local connectivity.35049496 · Dahmen, David, Layer, Moritz, Deutz, Lukas et al.2022 · 34 citationseLife. 2022;11
Routing brain traffic through the von Neumann bottleneck: Parallel sorting and refactoring2109.11358v3 · Jari Pronold, Jakob Jordan, Brian J. N. Wylie et al.2021 · 18 citationsarXiv
NEST Desktop, an Educational Application for Neuroscience.34764188 · Spreizer, Sebastian, Senk, Johanna, Rotter, Stefan et al.2021 · 16 citationseNeuro. 2021;8(6)
NEST Desktop - An educational application for neuroscience10.1101/2021.06.15.444791v3 · Spreizer, S., Senk, J., Rotter, S. et al.2021 · 16 citationsbioRxiv
Global organization of neuronal activity only requires unstructured local connectivity10.1101/2020.07.15.205013v3 · Dahmen, D., Layer, M., Deutz, L. et al.2020 · 34 citationsbioRxiv
Correction to: Multi-scale account of the network structure of macaque visual cortex.32052112 · Schmidt, Maximilian, Bakker, Rembrandt, Hilgetag, Claus C et al.2020 · 1 citationBrain structure & function. 2020;225(3):1159-1162
Corrigendum: Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.30008668 · Jordan, Jakob, Ippen, Tammo, Helias, Moritz et al.2020 · 10 citationsFrontiers in neuroinformatics. 2018;12:34
Criteria on Balance, Stability, and Excitability in Cortical Networks for Constraining Computational Models.30042668 · Maksimov, Andrei, Diesmann, Markus, van Albada, Sacha J2020 · 6 citationsFrontiers in computational neuroscience. 2018;12:44
Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.29503613 · Jordan, Jakob, Ippen, Tammo, Helias, Moritz et al.2020 · 132 citationsFrontiers in neuroinformatics. 2018;12:2
Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model.29875620 · van Albada, Sacha J, Rowley, Andrew G, Senk, Johanna et al.2020 · 157 citationsFrontiers in neuroscience. 2018;12:291
Constructing Neuronal Network Models in Massively Parallel Environments.28559808 · Ippen, Tammo, Eppler, Jochen M, Plesser, Hans E et al.2020 · 32 citationsFrontiers in neuroinformatics. 2017;11:30
Efficient Communication in Distributed Simulations of Spiking Neuronal Networks With Gap Junctions.32431602 · Jordan, Jakob, Helias, Moritz, Diesmann, Markus et al.2020 · 9 citationsFrontiers in neuroinformatics. 2020;14:12
Reconstructing neuronal circuitry from parallel spike trains.31578320 · Kobayashi, Ryota, Kurita, Shuhei, Kurth, Anno et al.2020 · 158 citationsNature communications. 2019;10(1):4468
Career total: 324 works. 156 are in this corpus.Showing the 50 most recent.
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