Sonja Grün

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 14

Top Venues

Frontiers Neuroinformatics

PLoS Comput. Biol.

Biosyst.

NeuroImage

Ruhr University Bochum, Germany (PHD)

Education History

Ruhr University Bochum, Germany

PHD

Publications

Robin Gutzen, Sonja Grün, Michael Denker
Evaluating the statistical similarity of neural network activity and connectivity via eigenvector angles. Biosyst. 223 (2023)
Alessandra Stella, Pietro Quaglio, Emiliano Torre, Sonja Grün
3d-SPADE: Significance evaluation of spatio-temporal patterns of various temporal extents. Biosyst. 185 (2019)
Han-Gue Jo, Thilo Kellermann, Conrad Baumann, Junji Ito, Barbara Schulte Holthausen, Frank Schneider, Sonja Grün, Ute Habel
Distinct modes of top-down cognitive processing in the ventral visual cortex. NeuroImage 193 (2019)
Julia Sprenger, Lyuba Zehl, Jana Pick, Michael Sonntag, Jan Grewe, Thomas Wachtler, Sonja Grün, Michael Denker
odMLtables: A User-Friendly Approach for Managing Metadata of Neurophysiological Experiments. Frontiers Neuroinformatics 13 (2019)
Pietro Quaglio, Vahid Rostami, Emiliano Torre, Sonja Grün
Methods for identification of spike patterns in massively parallel spike trains. Biol. Cybern. 112 (1-2) (2018)
Robin Gutzen, Michael von Papen, Guido Trensch, Pietro Quaglio, Sonja Grün, Michael Denker
Reproducible Neural Network Simulations: Statistical Methods for Model Validation on the Level of Network Activity Data. Frontiers Neuroinformatics 12 (2018)
Pietro Quaglio, Alper Yegenoglu, Emiliano Torre, Dominik Endres, Sonja Grün
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE. Frontiers Comput. Neurosci. 11 (2017)
Vahid Rostami, PierGianLuca Porta Mana, Sonja Grün, Moritz Helias
Bistability, non-ergodicity, and inhibition in pairwise maximum-entropy models. PLoS Comput. Biol. 13 (10) (2017)
Emiliano Torre, Carlos Canova, Michael Denker, George L. Gerstein, Moritz Helias, Sonja Grün
ASSET: Analysis of Sequences of Synchronous Events in Massively Parallel Spike Trains. PLoS Comput. Biol. 12 (7) (2016)
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
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC. JHPCS (2016)
Lyuba Zehl, Florent Jaillet, Adrian Stoewer, Jan Grewe, Andrey Sobolev, Thomas Wachtler, Thomas Brochier, Alexa Riehle, Michael Denker, Sonja Grün
Handling Metadata in a Neurophysiology Laboratory. Frontiers Neuroinformatics 10 (2016)
Alper Yegenoglu, Pietro Quaglio, Emiliano Torre, Sonja Grün, Dominik Endres
Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains. ICCS (2016)
Tomislav Milekovic, Wilson Truccolo, Sonja Grün, Alexa Riehle, Thomas Brochier
Local field potentials in primate motor cortex encode grasp kinetic parameters. NeuroImage 114 (2015)
Michael Denker, Sonja Grün
Designing Workflows for the Reproducible Analysis of Electrophysiological Data. BrainComp (2015)
Matthias Schultze-Kraft, Markus Diesmann, Sonja Grün, Moritz Helias
Noise Suppression and Surplus Synchrony by Coincidence Detection. PLoS Comput. Biol. 9 (4) (2013)
Gordon Pipa, Sonja Grün, Carl van Vreeswijk
Impact of Spike Train Autostructure on Probability Distribution of Joint Spike Events. Neural Comput. 25 (5) (2013)
David Picado-Muiño, Christian Borgelt, Denise Berger, George L. Gerstein, Sonja Grün
Finding neural assemblies with frequent item set mining. Frontiers Neuroinformatics 7 (2013)
Emiliano Torre, David Picado-Muiño, Michael Denker, Christian Borgelt, Sonja Grün
Statistical evaluation of synchronous spike patterns extracted by frequent item set mining. Frontiers Comput. Neurosci. 7 (2013)
Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün
State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data. PLoS Comput. Biol. 8 (3) (2012)
Christian Borgelt, Christian Braune, Tobias Kötter, Sonja Grün
New algorithms for finding approximate frequent item sets. Soft Comput. 16 (5) (2012)
Christian Braune, Christian Borgelt, Sonja Grün
Assembly Detection in Continuous Neural Spike Train Data. IDA (2012)
Christian Braune, Christian Borgelt, Sonja Grün
Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing. IDA (2011)
Benjamin Staude, Sonja Grün, Stefan Rotter
Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference. Frontiers Comput. Neurosci. 4 (2010)
Benjamin Staude, Stefan Rotter, Sonja Grün
CuBIC: cumulant based inference of higher-order correlations in massively parallel spike trains. J. Comput. Neurosci. 29 (1-2) (2010)
Sebastien Louis, Christian Borgelt, Sonja Grün
Complexity distribution as a measure for assembly size and temporal precision. Neural Networks 23 (6) (2010)
Sebastien Louis, George L. Gerstein, Sonja Grün, Markus Diesmann
Surrogate Spike Train Generation Through Dithering in Operational Time. Frontiers Comput. Neurosci. 4 (2010)
Denise Berger, Christian Borgelt, Sebastien Louis, Abigail Morrison, Sonja Grün
Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Comput. Intell. Neurosci. 2010 (2010)
Michael Denker, Alexa Riehle, Markus Diesmann, Sonja Grün
Estimating the contribution of assembly activity to cortical dynamics from spike and population measures. J. Comput. Neurosci. 29 (3) (2010)
Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün
State-space analysis on time-varying correlations in parallel spike sequences. ICASSP (2009)
Sonja Grün, Denise Berger, Christian Borgelt
Identification of neurons participating in cell assemblies. ICASSP (2009)
Benjamin Staude, Stefan Rotter, Sonja Grün
Can Spike Coordination Be Differentiated from Rate Covariation? Neural Comput. 20 (8) (2008)
Martin P. Nawrot, Clemens Boucsein, Victor Rodriguez-Molina, Ad Aertsen, Sonja Grün, Stefan Rotter
Serial interval statistics of spontaneous activity in cortical neurons in vivo and in vitro. Neurocomputing 70 (10-12) (2007)
Sonja Grün, Moshe Abeles, Markus Diesmann
Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data. Summer School on Neural Networks (2007)
Denise Berger, David J. Warren, Richard A. Normann, Amos Arieli, Sonja Grün
Spatially organized spike correlation in cat visual cortex. Neurocomputing 70 (10-12) (2007)
Antonio Pazienti, Markus Diesmann, Sonja Grün
Bounds of the Ability to Destroy Precise Coincidences by Spike Dithering. BVAI (2007)
Gordon Pipa, Alexa Riehle, Sonja Grün
Validation of task-related excess of spike coincidences based on NeuroXidence. Neurocomputing 70 (10-12) (2007)
Michael Denker, Sébastien Roux, Marc Timme, Alexa Riehle, Sonja Grün
Phase synchronization between LFP and spiking activity in motor cortex during movement preparation. Neurocomputing 70 (10-12) (2007)
Antonio Pazienti, Sonja Grün
Robustness of the significance of spike synchrony with respect to sorting errors. J. Comput. Neurosci. 21 (3) (2006)
Gabriela Czanner, Sonja Grün, Satish Iyengar
Theory of the Snowflake Plot and Its Relations to Higher-Order Analysis Methods. Neural Comput. 17 (7) (2005)
Viktor Gál, Sonja Grün, Ronald Tetzlaff
Analysis of Multidimensional Neural Activity Via CNN-UM. Int. J. Neural Syst. 13 (6) (2003)
Gordon Pipa, Sonja Grün
Non-parametric significance estimation of joint-spike events by shuffling and resampling. Neurocomputing (2003)
Gordon Pipa, Markus Diesmann, Sonja Grün
Significance of joint-spike events based on trial-shuffling by efficient combinatorial methods. Complex. 8 (4) (2003)
Sonja Grün, Alexa Riehle, Markus Diesmann
Effect of cross-trial nonstationarity on joint-spike events. Biol. Cybern. 88 (5) (2003)
Gaby Schneider, Sonja Grün
Analysis of higher-order correlations in multiple parallel processes. Neurocomputing (2003)
Sonja Grün, Markus Diesmann, Ad Aertsen
Unitary Events in Multiple Single-Neuron Spiking Activity: II. Nonstationary Data. Neural Comput. 14 (1) (2002)
Sonja Grün, Markus Diesmann, Ad Aertsen
Unitary Events in Multiple Single-Neuron Spiking Activity: I. Detection and Significance. Neural Comput. 14 (1) (2002)
Alexa Riehle, Sonja Grün, Ad Aertsen, Jean Requin
Signatures of Dynamic Cell Assemblies in Monkey Motor Cortex. ICANN (1996)
Laura Martignon, H. Von Hassein, Sonja Grün, Ad Aertsen, Günther Palm
Detecting higher-order interactions among the spiking events in a group of neurons. Biol. Cybern. 73 (1) (1995)

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Publication Activity (10 Years)

Top Topics

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Sonja Grün