Sven Dähne

According to our database, Sven Dähne authored at least 26 papers between 2010 and 2019.

Collaborative distances:

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

2019

The (Un)reliability of Saliency Methods.

Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim

Proceedings of the Explainable AI: Interpreting, 2019

iNNvestigate Neural Networks!

Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans

J. Mach. Learn. Res., 2019

2018

Learning how to explain neural networks: PatternNet and PatternAttribution.

Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Dumitru Erhan, Been Kim, Sven Dähne

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

The (Un)reliability of saliency methods.

Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim

CoRR, 2017

PatternNet and PatternLRP - Improving the interpretability of neural networks.

Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Sven Dähne

CoRR, 2017

2016

Investigating the influence of noise and distractors on the interpretation of neural networks.

Pieter-Jan Kindermans, Kristof Schütt, Klaus-Robert Müller, Sven Dähne

CoRR, 2016

Prediction of Difficulty Levels in Video Games from Ongoing EEG.

Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz

Proceedings of the Symbiotic Interaction, 2016

2015

Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces.

Siamac Fazli, Sven Dähne, Wojciech Samek, Felix Bießmann, Klaus-Robert Müller

Proc. IEEE, 2015

Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data.

Sven Dähne, Felix Bießmann, Wojciech Samek, Stefan Haufe, Dominique Goltz, Christopher Gundlach, Arno Villringer, Siamac Fazli, Klaus-Robert Müller

Proc. IEEE, 2015

Wyrm: A Brain-Computer Interface Toolbox in Python.

Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz

Neuroinformatics, 2015

Identifying Granger causal relationships between neural power dynamics and variables of interest.

Irene Winkler, Stefan Haufe, Anne K. Porbadnigk, Klaus-Robert Müller, Sven Dähne

NeuroImage, 2015

Fusing Simultaneous EEG and fMRI Using Functional and Anatomical Information.

Sofie Therese Hansen, Irene Winkler, Lars Kai Hansen, Klaus-Robert Müller, Sven Dähne

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

EEG band power predicts single-trial reaction time in a hand motor task.

Andreas Meinel, Juan Sebastián Castaño-Candamil, Sven Dähne, Janine Reis, Michael Tangermann

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Probing meaningfulness of oscillatory EEG components with bootstrapping, label noise and reduced training sets.

Sebastián Castaño-Candamil, Andreas Meinel, Sven Dähne, Michael Tangermann

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Slow Feature Analysis on Retinal Waves Leads to V1 Complex Cells.

Sven Dähne, Niko Wilbert, Laurenz Wiskott

PLoS Comput. Biol., 2014

On the interpretation of weight vectors of linear models in multivariate neuroimaging.

Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann

NeuroImage, 2014

Dimensionality reduction for the analysis of brain oscillations.

Stefan Haufe, Sven Dähne, Vadim V. Nikulin

NeuroImage, 2014

Finding brain oscillations with power dependencies in neuroimaging data.

Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe

NeuroImage, 2014

SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters.

Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin

NeuroImage, 2014

Parameter interpretation, regularization and source localization in multivariate linear models.

Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Optimizing spatial filters for the extraction of envelope-coupled neural oscillations.

Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Multimodal integration of electrophysiological and hemodynamic signals.

Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller

Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014

2013

Integration of Multivariate Data Streams With Bandpower Signals.

Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller

IEEE Trans. Multim., 2013

User-centered design in brain-computer interfaces - A case study.

Martijn Schreuder, Angela Riccio, Monica Risetti, Sven Dähne, Andrew Ramsay, John Williamson, Donatella Mattia, Michael Tangermann

Artif. Intell. Medicine, 2013

2011

Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces.

Sven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience.

Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz

Frontiers Neuroinformatics, 2010