Matthias Treder

According to our database, Matthias Treder authored at least 22 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining the predictions of kernel SVM models for neuroimaging data analysis.

Mengqi Zhang, Matthias Treder, David Marshall, Yuhua Li

Expert Syst. Appl., 2024

Fast Explanation of RBF-Kernel SVM Models Using Activation Patterns.

Mengqi Zhang, Matthias Treder, David Marshall, Yuhua Li

Proceedings of the International Joint Conference on Neural Networks, 2024

Adaptive Render-Video Streaming for Virtual Environments.

Jia-Jie Lim, Matthias Sebastian Treder, Aaron Chadha, Yiannis Andreopoulos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction.

Hanzhi Wang, Matthias Sebastian Treder, David Marshall, Derek K. Jones, Yuhua Li

IEEE Trans. Medical Imaging, June, 2023

Targeting targeted memory reactivation: Characteristics of cued reactivation in sleep.

Mahmoud E. A. Abdellahi, Anne C. M. Koopman, Matthias Sebastian Treder, Penelope A. Lewis

NeuroImage, 2023

2022

Ongoing neural oscillations predict the post-stimulus outcome of closed loop auditory stimulation during slow-wave sleep.

Miguel Navarrete, Steven Arthur, Matthias Sebastian Treder, Penelope A. Lewis

NeuroImage, 2022

Towards an objective evaluation of EEG/MEG source estimation methods - The linear approach.

Olaf Hauk, Matti Stenroos, Matthias Sebastian Treder

NeuroImage, 2022

Brain Structural Saliency over the Ages.

Daniel Taylor, Jonathan P. Shock, Deshendran Moodley, Jonathan Ipser, Matthias Treder

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2020

Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images.

Matthias Sebastian Treder, Juan Mayor-Torres, Christoph Teufel

CoRR, 2020

2019

Direct calculation of out-of-sample predictions in multi-class kernel FDA.

Matthias Treder

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA.

Matthias Sebastian Treder

CoRR, 2018

Improving SNR and Reducing Training Time of Classifiers in Large Datasets via Kernel Averaging.

Matthias Sebastian Treder

Proceedings of the Brain Informatics - International Conference, 2018

2016

The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis.

Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz

NeuroImage, 2016

2013

Decoding cognitive brain states.

Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

2012

Toward a Direct Measure of Video Quality Perception Using EEG.

Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand

IEEE Trans. Image Process., 2012

2011

Single-trial analysis and classification of ERP components - A tutorial.

Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller

NeuroImage, 2011

Covert Attention as a Paradigm for Subject-Independent Brain-Computer Interfacing.

Hans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes, Ali Bahramisharif

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Performance optimization of ERP-based BCIs using dynamic stopping.

Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Revealing the neural response to imperceptible peripheral flicker with machine learning.

Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller, Gabriel Curio, Matthias Sebastian Treder

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Behind the Looking-Glass: A Review on Human Symmetry Perception.

Matthias Sebastian Treder

Symmetry, 2010

Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience.

Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz

Frontiers Neuroinformatics, 2010

alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs.

Nico Schmidt, Benjamin Blankertz, Matthias Sebastian Treder

Proceedings of the IEEE International Conference on Systems, 2010