220 citations · 288 across the 5 of their papers we have counts for
5 papers
Explorative Data Analysis for Changes in Neural Activity
Duncan A. J. Blythe, Frank C. Meinecke, Paul von Buenau +1
Neural recordings are nonstationary time series, i.e. their properties typically change over time. Identifying specific changes, e.g. those induced by a learning task, can shed lig…
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…
Regression for sets of polynomial equations
Franz Johannes Király, Paul von Bünau, Jan Saputra Müller +3
We propose a method called ideal regression for approximating an arbitrary system of polynomial equations by a system of a particular type. Using techniques from approximate comput…
Feature Extraction for Change-Point Detection using Stationary Subspace Analysis
Duncan Blythe, Paul von Bünau, Frank Meinecke +1
Detecting changes in high-dimensional time series is difficult because it involves the comparison of probability densities that need to be estimated from finite samples. In this pa…
Algebraic Geometric Comparison of Probability Distributions
Franz J. Kiraly, Paul von Buenau, Frank C. Meinecke +2
We propose a novel algebraic framework for treating probability distributions represented by their cumulants such as the mean and covariance matrix. As an example, we consider the…