Sven Dähne

27 papers Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2019 — ch.
The (Un)reliability of Saliency Methods.
Explainable AI
Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
2019 J jnl
iNNvestigate Neural Networks!
J. Mach. Learn. Res.
Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans
2018 — conf
Learning how to explain neural networks: PatternNet and PatternAttribution.
ICLR (Poster)
Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Dumitru Erhan, Been Kim, Sven Dähne
2018 J jnl
iNNvestigate neural networks!
CoRR
Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans
2017 J jnl
PatternNet and PatternLRP - Improving the interpretability of neural networks.
CoRR
Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Sven Dähne
2017 J jnl
The (Un)reliability of saliency methods.
CoRR
Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
2016 J jnl
Investigating the influence of noise and distractors on the interpretation of neural networks.
CoRR
Pieter-Jan Kindermans, Kristof Schütt, Klaus-Robert Müller, Sven Dähne
2016 — conf
Prediction of Difficulty Levels in Video Games from Ongoing EEG.
Symbiotic
Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz
2015 — conf
EEG band power predicts single-trial reaction time in a hand motor task.
NER
Andreas Meinel, Juan Sebastián Castaño-Candamil, Sven Dähne, Janine Reis, Michael Tangermann
2015 — conf
Fusing Simultaneous EEG and fMRI Using Functional and Anatomical Information.
PRNI
Sofie Therese Hansen, Irene Winkler, Lars Kai Hansen, Klaus-Robert Müller, Sven Dähne
2015 J jnl
Identifying Granger causal relationships between neural power dynamics and variables of interest.
NeuroImage
Irene Winkler, Stefan Haufe, Anne K. Porbadnigk, Klaus-Robert Müller, Sven Dähne
2015 J jnl
Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces.
Proc. IEEE
Siamac Fazli, Sven Dähne, Wojciech Samek, Felix Bießmann, Klaus-Robert Müller
2015 J jnl
Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data.
Proc. IEEE
Sven Dähne, Felix Bießmann, Wojciech Samek, Stefan Haufe, Dominique Goltz, Christopher Gundlach, Arno Villringer, Siamac Fazli, Klaus-Robert Müller
2015 — conf
Probing meaningfulness of oscillatory EEG components with bootstrapping, label noise and reduced training sets.
EMBC
Sebastián Castaño-Candamil, Andreas Meinel, Sven Dähne, Michael Tangermann
2015 J jnl
Wyrm: A Brain-Computer Interface Toolbox in Python.
Neuroinformatics
Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz
2014 J jnl
Dimensionality reduction for the analysis of brain oscillations.
NeuroImage
Stefan Haufe, Sven Dähne, Vadim V. Nikulin
2014 J jnl
Finding brain oscillations with power dependencies in neuroimaging data.
NeuroImage
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
2014 — conf
Multimodal integration of electrophysiological and hemodynamic signals.
BCI
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
2014 J jnl
On the interpretation of weight vectors of linear models in multivariate neuroimaging.
NeuroImage
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014 — conf
Optimizing spatial filters for the extraction of envelope-coupled neural oscillations.
PRNI
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
2014 — conf
Parameter interpretation, regularization and source localization in multivariate linear models.
PRNI
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014 J jnl
SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters.
NeuroImage
Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin
2014 J jnl
Slow Feature Analysis on Retinal Waves Leads to V1 Complex Cells.
PLoS Comput. Biol.
Sven Dähne, Niko Wilbert, Laurenz Wiskott
2013 J jnl
Integration of Multivariate Data Streams With Bandpower Signals.
IEEE Trans. Multim.
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
2013 J jnl
User-centered design in brain-computer interfaces - A case study.
Artif. Intell. Medicine
Martijn Schreuder, Angela Riccio, Monica Risetti, Sven Dähne, Andrew Ramsay, John Williamson, Donatella Mattia, Michael Tangermann
2011 — conf
Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces.
ICANN (1)
Sven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann
2010 J jnl
Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience.
Frontiers Neuroinformatics
Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz