Sonja Grün

54 papers B 2C 1Misc 3Journal 39Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Synchronization and semantization in deep spiking networks.
CoRR
Jonas Oberste-Frielinghaus, Anno C. Kurth, Julian Göltz, Laura Kriener, Junji Ito, Mihai A. Petrovici, Sonja Grün
2024 — conf
Non-instructed Motor Skill Learning in Monkeys: Insights from Deep Reinforcement Learning Models.
SAB
Laurène Carminatti, Lucio Condro, Alexa Riehle, Sonja Grün, Thomas Brochier, Emmanuel Daucé
2023 J jnl
Evaluating the statistical similarity of neural network activity and connectivity via eigenvector angles.
Biosyst.
Robin Gutzen, Sonja Grün, Michael Denker
2019 J jnl
3d-SPADE: Significance evaluation of spatio-temporal patterns of various temporal extents.
Biosyst.
Alessandra Stella, Pietro Quaglio, Emiliano Torre, Sonja Grün
2019 J jnl
Distinct modes of top-down cognitive processing in the ventral visual cortex.
NeuroImage
Han-Gue Jo, Thilo Kellermann, Conrad Baumann, Junji Ito, Barbara Schulte Holthausen, Frank Schneider, Sonja Grün, Ute Habel
2019 J jnl
odMLtables: A User-Friendly Approach for Managing Metadata of Neurophysiological Experiments.
Frontiers Neuroinformatics
Julia Sprenger, Lyuba Zehl, Jana Pick, Michael Sonntag, Jan Grewe, Thomas Wachtler, Sonja Grün, Michael Denker
2018 J jnl
Methods for identification of spike patterns in massively parallel spike trains.
Biol. Cybern.
Pietro Quaglio, Vahid Rostami, Emiliano Torre, Sonja Grün
2018 J jnl
Reproducible Neural Network Simulations: Statistical Methods for Model Validation on the Level of Network Activity Data.
Frontiers Neuroinformatics
Robin Gutzen, Michael von Papen, Guido Trensch, Pietro Quaglio, Sonja Grün, Michael Denker
2017 J jnl
Bistability, non-ergodicity, and inhibition in pairwise maximum-entropy models.
PLoS Comput. Biol.
Vahid Rostami, PierGianLuca Porta Mana, Sonja Grün, Moritz Helias
2017 J jnl
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE.
Frontiers Comput. Neurosci.
Pietro Quaglio, Alper Yegenoglu, Emiliano Torre, Dominik M. Endres, Sonja Grün
2016 — conf
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC.
JHPCS
Johanna Senk, Alper Yegenoglu, Olivier Amblet, Yury Brukau, Andrew P. Davison, David Roland Lester, Anna Lührs, Pietro Quaglio, Vahid Rostami, Andrew Rowley, Bernd Schuller, Alan Barry Stokes, Sacha Jennifer van Albada, Daniel Zielasko, Markus Diesmann, Benjamin Weyers, Michael Denker, Sonja Grün
2016 J jnl
ASSET: Analysis of Sequences of Synchronous Events in Massively Parallel Spike Trains.
PLoS Comput. Biol.
Emiliano Torre, Carlos Canova, Michael Denker, George L. Gerstein, Moritz Helias, Sonja Grün
2016 Misc conf
Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains.
ICCS
Alper Yegenoglu, Pietro Quaglio, Emiliano Torre, Sonja Grün, Dominik M. Endres
2016 J jnl
Handling Metadata in a Neurophysiology Laboratory.
Frontiers Neuroinformatics
Lyuba Zehl, Florent Jaillet, Adrian Stoewer, Jan Grewe, Andrey Sobolev, Thomas Wachtler, Thomas Brochier, Alexa Riehle, Michael Denker, Sonja Grün
2015 — conf
Designing Workflows for the Reproducible Analysis of Electrophysiological Data.
BrainComp
Michael Denker, Sonja Grün
2015 J jnl
Local field potentials in primate motor cortex encode grasp kinetic parameters.
NeuroImage
Tomislav Milekovic, Wilson Truccolo, Sonja Grün, Alexa Riehle, Thomas Brochier
2014 — ch.
Spike Train Analysis: Overview.
Encyclopedia of Computational Neuroscience
Sonja Grün
2014 — ch.
Surrogate Data for Evaluation of Spike Correlation.
Encyclopedia of Computational Neuroscience
Sonja Grün
2014 — ch.
Unitary Event Analysis.
Encyclopedia of Computational Neuroscience
Sonja Grün
2013 J jnl
Finding neural assemblies with frequent item set mining.
Frontiers Neuroinformatics
David Picado-Muiño, Christian Borgelt, Denise Berger, George L. Gerstein, Sonja Grün
2013 J jnl
Impact of Spike Train Autostructure on Probability Distribution of Joint Spike Events.
Neural Comput.
Gordon Pipa, Sonja Grün, Carl van Vreeswijk
2013 J jnl
Noise Suppression and Surplus Synchrony by Coincidence Detection.
PLoS Comput. Biol.
Matthias Schultze-Kraft, Markus Diesmann, Sonja Grün, Moritz Helias
2013 J jnl
Statistical evaluation of synchronous spike patterns extracted by frequent item set mining.
Frontiers Comput. Neurosci.
Emiliano Torre, David Picado-Muiño, Michael Denker, Christian Borgelt, Sonja Grün
2012 B conf
Assembly Detection in Continuous Neural Spike Train Data.
IDA
Christian Braune, Christian Borgelt, Sonja Grün
2012 J jnl
New algorithms for finding approximate frequent item sets.
Soft Comput.
Christian Borgelt, Christian Braune, Tobias Kötter, Sonja Grün
2012 J jnl
State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data.
PLoS Comput. Biol.
Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün
2011 B conf
Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing.
IDA
Christian Braune, Christian Borgelt, Sonja Grün
2010 J jnl
Complexity distribution as a measure for assembly size and temporal precision.
Neural Networks
Sebastien Louis, Christian Borgelt, Sonja Grün
2010 J jnl
CuBIC: cumulant based inference of higher-order correlations in massively parallel spike trains.
J. Comput. Neurosci.
Benjamin Staude, Stefan Rotter, Sonja Grün
2010 J jnl
Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains.
Comput. Intell. Neurosci.
Denise Berger, Christian Borgelt, Sebastien Louis, Abigail Morrison, Sonja Grün
2010 J jnl
Estimating the contribution of assembly activity to cortical dynamics from spike and population measures.
J. Comput. Neurosci.
Michael Denker, Alexa Riehle, Markus Diesmann, Sonja Grün
2010 J jnl
Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference.
Frontiers Comput. Neurosci.
Benjamin Staude, Sonja Grün, Stefan Rotter
2010 J jnl
Surrogate Spike Train Generation Through Dithering in Operational Time.
Frontiers Comput. Neurosci.
Sebastien Louis, George L. Gerstein, Sonja Grün, Markus Diesmann
2009 Misc conf
Identification of neurons participating in cell assemblies.
ICASSP
Sonja Grün, Denise Berger, Christian Borgelt
2009 Misc conf
State-space analysis on time-varying correlations in parallel spike sequences.
ICASSP
Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün
2008 J jnl
Can Spike Coordination Be Differentiated from Rate Covariation?
Neural Comput.
Benjamin Staude, Stefan Rotter, Sonja Grün
2007 — conf
Bounds of the Ability to Destroy Precise Coincidences by Spike Dithering.
BVAI
Antonio Pazienti, Markus Diesmann, Sonja Grün
2007 — conf
Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data.
Summer School on Neural Networks
Sonja Grün, Moshe Abeles, Markus Diesmann
2007 J jnl
Phase synchronization between LFP and spiking activity in motor cortex during movement preparation.
Neurocomputing
Michael Denker, Sébastien Roux, Marc Timme, Alexa Riehle, Sonja Grün
2007 J jnl
Serial interval statistics of spontaneous activity in cortical neurons in vivo and in vitro.
Neurocomputing
Martin P. Nawrot, Clemens Boucsein, Victor Rodriguez-Molina, Ad Aertsen, Sonja Grün, Stefan Rotter
2007 J jnl
Spatially organized spike correlation in cat visual cortex.
Neurocomputing
Denise Berger, David J. Warren, Richard A. Normann, Amos Arieli, Sonja Grün
2007 J jnl
Validation of task-related excess of spike coincidences based on NeuroXidence.
Neurocomputing
Gordon Pipa, Alexa Riehle, Sonja Grün
2006 J jnl
Robustness of the significance of spike synchrony with respect to sorting errors.
J. Comput. Neurosci.
Antonio Pazienti, Sonja Grün
2005 J jnl
Theory of the Snowflake Plot and Its Relations to Higher-Order Analysis Methods.
Neural Comput.
Gabriela Czanner, Sonja Grün, Satish Iyengar
2003 J jnl
Analysis of Multidimensional Neural Activity Via CNN-UM.
Int. J. Neural Syst.
Viktor Gál, Sonja Grün, Ronald Tetzlaff
2003 J jnl
Analysis of higher-order correlations in multiple parallel processes.
Neurocomputing
Gaby Schneider, Sonja Grün
2003 J jnl
Effect of cross-trial nonstationarity on joint-spike events.
Biol. Cybern.
Sonja Grün, Alexa Riehle, Markus Diesmann
2003 J jnl
Non-parametric significance estimation of joint-spike events by shuffling and resampling.
Neurocomputing
Gordon Pipa, Sonja Grün
2003 J jnl
Significance of joint-spike events based on trial-shuffling by efficient combinatorial methods.
Complex.
Gordon Pipa, Markus Diesmann, Sonja Grün
2002 J jnl
Unitary Events in Multiple Single-Neuron Spiking Activity: I. Detection and Significance.
Neural Comput.
Sonja Grün, Markus Diesmann, Ad Aertsen
2002 J jnl
Unitary Events in Multiple Single-Neuron Spiking Activity: II. Nonstationary Data.
Neural Comput.
Sonja Grün, Markus Diesmann, Ad Aertsen
1996 C conf
Signatures of Dynamic Cell Assemblies in Monkey Motor Cortex.
ICANN
Alexa Riehle, Sonja Grün, Ad Aertsen, Jean Requin
1996 — —
Unitary joint events in multiple neuron spiking activity: detection, significance, and interpretation.
Sonja Grün
1995 J jnl
Detecting higher-order interactions among the spiking events in a group of neurons.
Biol. Cybern.
Laura Martignon, H. Von Hassein, Sonja Grün, Ad Aertsen, Günther Palm