Matthias Sebastian Treder

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 4

Top Topics

Discriminant Analysis

Sufficient Training Data

Top Venues

Publications

Matthias Sebastian Treder, Juan Mayor-Torres, Christoph Teufel
Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images. CoRR (2020)
Matthias Sebastian Treder
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. CoRR (2018)
Matthias Sebastian Treder
Improving SNR and Reducing Training Time of Classifiers in Large Datasets via Kernel Averaging. BI (2018)
Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz
The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129 (2016)
Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
Decoding cognitive brain states. BCI (2013)
Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Trans. Image Process. 21 (5) (2012)
Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller
Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56 (2) (2011)
Hans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes, Ali Bahramisharif
Covert Attention as a Paradigm for Subject-Independent Brain-Computer Interfacing. MLINI (2011)
Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller, Gabriel Curio, Matthias Sebastian Treder
Revealing the neural response to imperceptible peripheral flicker with machine learning. EMBC (2011)
Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann
Performance optimization of ERP-based BCIs using dynamic stopping. EMBC (2011)
Nico Schmidt, Benjamin Blankertz, Matthias Sebastian Treder
alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs. SMC (2010)
Matthias Sebastian Treder
Behind the Looking-Glass: A Review on Human Symmetry Perception. Symmetry 2 (3) (2010)
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)