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Matthias Treder
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- affiliation: Cardiff University, UK
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2020 – today
- 2024
- [j10]Mengqi Zhang, Matthias Treder
, David Marshall
Explaining the predictions of kernel SVM models for neuroimaging data analysis. Expert Syst. Appl. 251: 123993 (2024) - [c10]Jia-Jie Lim, Matthias Sebastian Treder, Aaron Chadha, Yiannis Andreopoulos:
Adaptive Render-Video Streaming for Virtual Environments. CVPR Workshops 2024: 5742-5751 - [c9]Mengqi Zhang, Matthias Treder, David Marshall, Yuhua Li:
Fast Explanation of RBF-Kernel SVM Models Using Activation Patterns. IJCNN 2024: 1-8 - 2023
- [j9]Mahmoud E. A. Abdellahi
Targeting targeted memory reactivation: Characteristics of cued reactivation in sleep. NeuroImage 266: 119820 (2023) - [j8]Hanzhi Wang
A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction. IEEE Trans. Medical Imaging 42(6): 1577-1589 (2023) - 2022
- [j7]Miguel Navarrete
Ongoing neural oscillations predict the post-stimulus outcome of closed loop auditory stimulation during slow-wave sleep. NeuroImage 253: 119055 (2022) - [j6]Olaf Hauk
Towards an objective evaluation of EEG/MEG source estimation methods - The linear approach. NeuroImage 255: 119177 (2022) - [c8]Daniel Taylor, Jonathan P. Shock
Brain Structural Saliency over the Ages. LOD (2) 2022: 525-548 - [i3]Daniel Taylor, Jonathan P. Shock, Deshendran Moodley, Jonathan Ipser, Matthias Treder:
Brain Structural Saliency Over The Ages. CoRR abs/2202.11690 (2022) - 2020
- [i2]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 abs/2009.09384 (2020)
2010 – 2019
- 2019
- [c7]Matthias Treder:
Direct calculation of out-of-sample predictions in multi-class kernel FDA. ESANN 2019 - 2018
- [c6]Matthias Sebastian Treder:
Improving SNR and Reducing Training Time of Classifiers in Large Datasets via Kernel Averaging. BI 2018: 239-248 - [i1]Matthias Sebastian Treder:
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. CoRR abs/1803.10016 (2018) - 2016
- [j5]Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller
The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129: 279-291 (2016) - 2013
- [c5]Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli
Decoding cognitive brain states. BCI 2013: 16-18 - 2012
- [j4]Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz
Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Trans. Image Process. 21(5): 2619-2629 (2012) - 2011
- [j3]Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe
Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56(2): 814-825 (2011) - [c4]Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller
Revealing the neural response to imperceptible peripheral flicker with machine learning. EMBC 2011: 3692-3695 - [c3]Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz
Performance optimization of ERP-based BCIs using dynamic stopping. EMBC 2011: 4580-4583 - [c2]Hans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes
Covert Attention as a Paradigm for Subject-Independent Brain-Computer Interfacing. MLINI 2011: 156-163 - 2010
- [j2]Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller
Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. Frontiers Neuroinformatics 4: 179 (2010) - [j1]Matthias Sebastian Treder:
Behind the Looking-Glass: A Review on Human Symmetry Perception. Symmetry 2(3): 1510-1543 (2010) - [c1]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: 481-487
Coauthor Index
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