Sven Dähne

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 7

Top Topics

Multilayer Feedforward

Top Venues

Publications

Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans
iNNvestigate Neural Networks! J. Mach. Learn. Res. 20 (2019)
Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Dumitru Erhan, Been Kim, Sven Dähne
Learning how to explain neural networks: PatternNet and PatternAttribution. ICLR (Poster) (2018)
Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans
iNNvestigate neural networks! CoRR (2018)
Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Sven Dähne
PatternNet and PatternLRP - Improving the interpretability of neural networks. CoRR (2017)
Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
The (Un)reliability of saliency methods. CoRR (2017)
Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz
Prediction of Difficulty Levels in Video Games from Ongoing EEG. Symbiotic (2016)
Pieter-Jan Kindermans, Kristof Schütt, Klaus-Robert Müller, Sven Dähne
Investigating the influence of noise and distractors on the interpretation of neural networks. CoRR (2016)
Sven Dähne, Felix Bießmann, Wojciech Samek, Stefan Haufe, Dominique Goltz, Christopher Gundlach, Arno Villringer, Siamac Fazli, Klaus-Robert Müller
Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data. Proc. IEEE 103 (9) (2015)
Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz
Wyrm: A Brain-Computer Interface Toolbox in Python. Neuroinformatics 13 (4) (2015)
Irene Winkler, Stefan Haufe, Anne K. Porbadnigk, Klaus-Robert Müller, Sven Dähne
Identifying Granger causal relationships between neural power dynamics and variables of interest. NeuroImage 111 (2015)
Andreas Meinel, Juan Sebastián Castaño-Candamil, Sven Dähne, Janine Reis, Michael Tangermann
EEG band power predicts single-trial reaction time in a hand motor task. NER (2015)
Sofie Therese Hansen, Irene Winkler, Lars Kai Hansen, Klaus-Robert Müller, Sven Dähne
Fusing Simultaneous EEG and fMRI Using Functional and Anatomical Information. PRNI (2015)
Sebastián Castaño-Candamil, Andreas Meinel, Sven Dähne, Michael Tangermann
Probing meaningfulness of oscillatory EEG components with bootstrapping, label noise and reduced training sets. EMBC (2015)
Siamac Fazli, Sven Dähne, Wojciech Samek, Felix Bießmann, Klaus-Robert Müller
Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces. Proc. IEEE 103 (6) (2015)
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
Optimizing spatial filters for the extraction of envelope-coupled neural oscillations. PRNI (2014)
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
Finding brain oscillations with power dependencies in neuroimaging data. NeuroImage 96 (2014)
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
Multimodal integration of electrophysiological and hemodynamic signals. BCI (2014)
Sven Dähne, Niko Wilbert, Laurenz Wiskott
Slow Feature Analysis on Retinal Waves Leads to V1 Complex Cells. PLoS Comput. Biol. 10 (5) (2014)
Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin
SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters. NeuroImage 86 (2014)
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage 87 (2014)
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
Parameter interpretation, regularization and source localization in multivariate linear models. PRNI (2014)
Stefan Haufe, Sven Dähne, Vadim V. Nikulin
Dimensionality reduction for the analysis of brain oscillations. NeuroImage 101 (2014)
Martijn Schreuder, Angela Riccio, Monica Risetti, Sven Dähne, Andrew Ramsay, John Williamson, Donatella Mattia, Michael Tangermann
User-centered design in brain-computer interfaces - A case study. Artif. Intell. Medicine 59 (2) (2013)
Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
Integration of Multivariate Data Streams With Bandpower Signals. IEEE Trans. Multim. 15 (5) (2013)
Sven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann
Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces. ICANN (1) (2011)
Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz
Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. Frontiers Neuroinformatics 4 (2010)