Moritz Helias

According to our database, Moritz Helias authored at least 41 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A theory of data variability in Neural Network Bayesian inference.

Javed Lindner, David Dahmen, Michael Krämer, Moritz Helias

CoRR, 2023

Speed Limits for Deep Learning.

Inbar Seroussi, Alexander A. Alemi, Moritz Helias, Zohar Ringel

CoRR, 2023

Optimal signal propagation in ResNets through residual scaling.

Kirsten Fischer, David Dahmen, Moritz Helias

CoRR, 2023

Neuronal architecture extracts statistical temporal patterns.

Sandra Nestler, Moritz Helias, Matthieu Gilson

CoRR, 2023

2022

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

Moritz Layer, Johanna Senk, Simon Essink, Alexander van Meegen, Hannah Bos, Moritz Helias

Frontiers Neuroinformatics, 2022

Origami in N dimensions: How feed-forward networks manufacture linear separability.

Christian Keup, Moritz Helias

CoRR, 2022

2021

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

Jonas Stapmanns, Jan Hahne, Moritz Helias, Matthias Bolten, Markus Diesmann, David Dahmen

Frontiers Neuroinformatics, 2021

2020

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

Matthieu Gilson, David Dahmen, Rubén Moreno-Bote, Andrea Insabato, Moritz Helias

PLoS Comput. Biol., 2020

Efficient Communication in Distributed Simulations of Spiking Neuronal Networks With Gap Junctions.

Jakob Jordan, Moritz Helias, Markus Diesmann, Susanne Kunkel

Frontiers Neuroinformatics, 2020

Unfolding recurrence by Green's functions for optimized reservoir computing.

Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Capacity of the covariance perceptron.

David Dahmen, Matthieu Gilson, Moritz Helias

CoRR, 2019

2018

The dynamics of error processing in the human brain as reflected by high-gamma activity in noninvasive and intracranial EEG.

Martin Völker, Lukas Dominique Josef Fiederer, Sofie Berberich, Jirí Hammer, Joos Behncke, Pavel Krsek, Martin Tomásek, Petr Marusic, Peter C. Reinacher, Volker A. Coenen, Moritz Helias, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball

NeuroImage, 2018

Corrigendum: Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.

Jakob Jordan, Tammo Ippen, Moritz Helias, Itaru Kitayama, Mitsuhisa Sato, Jun Igarashi, Markus Diesmann, Susanne Kunkel

Frontiers Neuroinformatics, 2018

Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.

Jakob Jordan, Tammo Ippen, Moritz Helias, Itaru Kitayama, Mitsuhisa Sato, Jun Igarashi, Markus Diesmann, Susanne Kunkel

Frontiers Neuroinformatics, 2018

2017

Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome.

Jannis Schuecker, Maximilian Schmidt, Sacha J. van Albada, Markus Diesmann, Moritz Helias

PLoS Comput. Biol., 2017

Bistability, non-ergodicity, and inhibition in pairwise maximum-entropy models.

Vahid Rostami, PierGianLuca Porta Mana, Sonja Grün, Moritz Helias

PLoS Comput. Biol., 2017

Locking of correlated neural activity to ongoing oscillations.

Tobias Kühn, Moritz Helias

PLoS Comput. Biol., 2017

Perfect Detection of Spikes in the Linear Sub-threshold Dynamics of Point Neurons.

Jeyashree Krishnan, PierGianLuca Porta Mana, Moritz Helias, Markus Diesmann, Edoardo Di Napoli

Frontiers Neuroinformatics, 2017

Integration of Continuous-Time Dynamics in a Spiking Neural Network Simulator.

Jan Hahne, David Dahmen, Jannis Schuecker, Andreas Frommer, Matthias Bolten, Moritz Helias, Markus Diesmann

Frontiers Neuroinformatics, 2017

2016

ASSET: Analysis of Sequences of Synchronous Events in Massively Parallel Spike Trains.

Emiliano Torre, Carlos Canova, Michael Denker, George L. Gerstein, Moritz Helias, Sonja Grün

PLoS Comput. Biol., 2016

Identifying Anatomical Origins of Coexisting Oscillations in the Cortical Microcircuit.

Hannah Bos, Markus Diesmann, Moritz Helias

PLoS Comput. Biol., 2016

2015

Scalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations.

Sacha J. van Albada, Moritz Helias, Markus Diesmann

PLoS Comput. Biol., 2015

A unified framework for spiking and gap-junction interactions in distributed neuronal network simulations.

Jan Hahne, Moritz Helias, Susanne Kunkel, Jun Igarashi, Matthias Bolten, Andreas Frommer, Markus Diesmann

Frontiers Neuroinformatics, 2015

Modeling the calcium spike as a threshold triggered fixed waveform for synchronous inputs in the fluctuation regime.

Yansong Chua, Moritz Helias, Abigail Morrison

Frontiers Comput. Neurosci., 2015

Including Gap Junctions into Distributed Neuronal Network Simulations.

Jan Hahne, Moritz Helias, Susanne Kunkel, Jun Igarashi, Itaru Kitayama, Brian J. N. Wylie, Matthias Bolten, Andreas Frommer, Markus Diesmann

Proceedings of the Brain-Inspired Computing - Second International Workshop, 2015

2014

The Correlation Structure of Local Neuronal Networks Intrinsically Results from Recurrent Dynamics.

Moritz Helias, Tom Tetzlaff, Markus Diesmann

PLoS Comput. Biol., 2014

Spiking network simulation code for petascale computers.

Susanne Kunkel, Maximilian Schmidt, Jochen Martin Eppler, Hans Ekkehard Plesser, Gen Masumoto, Jun Igarashi, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann, Moritz Helias

Frontiers Neuroinformatics, 2014

2013

Noise Suppression and Surplus Synchrony by Coincidence Detection.

Matthias Schultze-Kraft, Markus Diesmann, Sonja Grün, Moritz Helias

PLoS Comput. Biol., 2013

How pattern formation in ring networks of excitatory and inhibitory spiking neurons depends on the input current regime.

Birgit Kriener, Moritz Helias, Stefan Rotter, Markus Diesmann, Gaute T. Einevoll

Frontiers Comput. Neurosci., 2013

A unified view on weakly correlated recurrent networks.

Dmytro Grytskyy, Tom Tetzlaff, Markus Diesmann, Moritz Helias

Frontiers Comput. Neurosci., 2013

2012

Decorrelation of Neural-Network Activity by Inhibitory Feedback.

Tom Tetzlaff, Moritz Helias, Gaute T. Einevoll, Markus Diesmann

PLoS Comput. Biol., 2012

Spike-Timing Dependence of Structural Plasticity Explains Cooperative Synapse Formation in the Neocortex.

Moritz Deger, Moritz Helias, Stefan Rotter, Markus Diesmann

PLoS Comput. Biol., 2012

Statistical properties of superimposed stationary spike trains.

Moritz Deger, Moritz Helias, Clemens Boucsein, Stefan Rotter

J. Comput. Neurosci., 2012

Supercomputers Ready for Use as Discovery Machines for Neuroscience.

Moritz Helias, Susanne Kunkel, Gen Masumoto, Jun Igarashi, Jochen Martin Eppler, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann

Frontiers Neuroinformatics, 2012

2010

Instantaneous Non-Linear Processing by Pulse-Coupled Threshold Units.

Moritz Helias, Moritz Deger, Stefan Rotter, Markus Diesmann

PLoS Comput. Biol., 2010

Run-Time Interoperability Between Neuronal Network Simulators Based on the MUSIC Framework.

Mikael Djurfeldt, Johannes Hjorth, Jochen M. Eppler, Niraj Dudani, Moritz Helias, Tobias C. Potjans, Upinder S. Bhalla, Markus Diesmann, Jeanette Hellgren Kotaleski, Örjan Ekeberg

Neuroinformatics, 2010

A General and Efficient Method for Incorporating Precise Spike Times in Globally Time-Driven Simulations.

Alexander Hanuschkin, Susanne Kunkel, Moritz Helias, Abigail Morrison, Markus Diesmann

Frontiers Neuroinformatics, 2010

2009

Correlations in spiking neuronal networks with distance dependent connections.

Birgit Kriener, Moritz Helias, Ad Aertsen, Stefan Rotter

J. Comput. Neurosci., 2009

Equilibrium and response properties of the integrate-and-fire neuron in discrete time.

Moritz Helias, Moritz Deger, Markus Diesmann, Stefan Rotter

Frontiers Comput. Neurosci., 2009

2008

PyNEST: a convenient interface to the NEST simulator.

Jochen M. Eppler, Moritz Helias, Eilif B. Müller, Markus Diesmann, Marc-Oliver Gewaltig

Frontiers Neuroinformatics, 2008

Structural plasticity controlled by calcium based correlation detection.

Moritz Helias, Stefan Rotter, Marc-Oliver Gewaltig, Markus Diesmann

Frontiers Comput. Neurosci., 2008