2.8k citations · 19.2k across the 71 of their papers we have counts for
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stat.ML2012★ 220 cited
Transferring Subspaces Between Subjects in Brain-Computer Interfacing
Wojciech Samek, Frank C. Meinecke, Klaus-Robert Müller
Compensating changes between a subjects' training and testing session in Brain Computer Interfacing (BCI) is challenging but of great importance for a robust BCI operation. We show…
stat.ML2012★ 69 cited
Learning Feature Hierarchies with Centered Deep Boltzmann Machines
Grégoire Montavon, Klaus-Robert Müller
Deep Boltzmann machines are in principle powerful models for extracting the hierarchical structure of data. Unfortunately, attempts to train layers jointly (without greedy layer-wi…