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List of works by Moritz Helias

25th Annual Computational Neuroscience Meeting: CNS-2016

scientific article

A general and efficient method for incorporating precise spike times in globally time-driven simulations

scientific article

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

scientific article published on 09 September 2015

A unified view on weakly correlated recurrent networks

scientific article published on 18 October 2013

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

scientific article

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

scientific article published on 2 October 2017

Computational Neuroscience: Mathematical and Statistical Perspectives

scientific article published on 08 December 2017

Correlation transmission of spiking neurons is boosted by synchronous input

scientific article

Correlations in spiking neuronal networks with distance dependent connections

scientific article published in July 2009

Decorrelation of neural-network activity by inhibitory feedback

scientific article

Echoes in correlated neural systems

Equilibrium and Response Properties of the Integrate-and-Fire Neuron in Discrete Time

scientific article published on 4 January 2010

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

scientific article published on 16 February 2018

Fail-safe detection of threshold crossings of linear integrate-and-fire neuron models in time-driven simulations

scientific article

From laptops to supercomputers: a single highly scalable code base for spiking neuronal network simulations

scientific article published on 8 July 2013

Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome ⬇️

scientific article

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

scientific article published on January 2013

Identifying Anatomical Origins of Coexisting Oscillations in the Cortical Microcircuit ⬇️

scientific article

Instantaneous non-linear processing by pulse-coupled threshold units

scientific article

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

scientific article

Locking of correlated neural activity to ongoing oscillations

scientific article

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

scientific article published on 28 July 2015

Modulated escape from a metastable state driven by colored noise ⬇️

scientific article

NMDA-receptor inhibition increases spine stability of denervated mouse dentate granule cells and accelerates spine density recovery following entorhinal denervation in vitro

scientific article published on 9 August 2013

Neurons hear their echo

Noise suppression and surplus synchrony by coincidence detection.

scientific article

Nonequilibrium dynamics of stochastic point processes with refractoriness.

scientific article published on 31 August 2010

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

scientific article published in January 2017

PyNEST: A Convenient Interface to the NEST Simulator

scientific article published in January 2008

Reaction-diffusion-like formalism for plastic neural networks reveals dissipative solitons at criticality ⬇️

scientific article published on 6 June 2016

Run-time interoperability between neuronal network simulators based on the MUSIC framework

scientific article

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

scientific article published on September 2015

Spike-timing dependence of structural plasticity explains cooperative synapse formation in the neocortex

scientific article

Spiking network simulation code for petascale computers

scientific article

Statistical properties of superimposed stationary spike trains.

scientific article

Structural plasticity controlled by calcium based correlation detection. helias@bccn.uni-freiburg.de

scientific article published on 24 December 2008

Supercomputers ready for use as discovery machines for neuroscience

scientific article published on 2 November 2012

Taming the model zoo: a unified view on correlations in recurrent networks

scientific article

The correlation structure of local neuronal networks intrinsically results from recurrent dynamics

scientific article published on 16 January 2014

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

scientific article published on 12 October 2020

Towards a unified theory of correlations in recurrent neural networks

scientific article

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