Matthias S. Treder

5.3k total citations · 1 hit paper
54 papers, 3.1k citations indexed

About

Matthias S. Treder is a scholar working on Cognitive Neuroscience, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Matthias S. Treder has authored 54 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Cognitive Neuroscience, 9 papers in Signal Processing and 9 papers in Artificial Intelligence. Recurrent topics in Matthias S. Treder's work include EEG and Brain-Computer Interfaces (30 papers), Neural dynamics and brain function (21 papers) and Gaze Tracking and Assistive Technology (7 papers). Matthias S. Treder is often cited by papers focused on EEG and Brain-Computer Interfaces (30 papers), Neural dynamics and brain function (21 papers) and Gaze Tracking and Assistive Technology (7 papers). Matthias S. Treder collaborates with scholars based in Germany, United Kingdom and Netherlands. Matthias S. Treder's co-authors include Benjamin Blankertz, Klaus‐Robert Müller, Stefan Haufe, Steven Lemm, Nico M. Schmidt, Gabriel Curio, Peter A. van der Helm, Manfred F. Gugler, Dan J. Stein and Max Sagebaum and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Communications and Journal of Neuroscience.

In The Last Decade

Matthias S. Treder

54 papers receiving 3.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2010 845 citations Benjamin Blankertz, Matthias S. Treder et al. NeuroImage profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Matthias S. Treder Germany	26	2.6k	697	412	318	305	54	3.1k
Yang Jiang United States	31	2.6k 1.0×	516 0.7×	175 0.4×	522 1.6×	100 0.3×	153	3.7k
Christian Kothe United States	17	3.2k 1.2×	612 0.9×	350 0.8×	410 1.3×	325 1.1×	36	3.6k
Fabrizio De Vico Fallani Italy	34	3.5k 1.4×	428 0.6×	131 0.3×	491 1.5×	176 0.6×	141	4.2k
Jane E. Huggins United States	25	2.0k 0.8×	1.1k 1.6×	278 0.7×	247 0.8×	144 0.5×	75	2.6k
Thomas Gruber Germany	40	4.4k 1.7×	659 0.9×	257 0.6×	881 2.8×	80 0.3×	99	5.2k
Ian Daly United Kingdom	31	2.7k 1.0×	973 1.4×	547 1.3×	241 0.8×	596 2.0×	103	3.1k
Lawrence A. Farwell United States	10	2.8k 1.1×	1.2k 1.7×	602 1.5×	101 0.3×	342 1.1×	15	3.2k
Fabio Aloise Italy	22	1.5k 0.6×	727 1.0×	452 1.1×	173 0.5×	75 0.2×	53	1.8k

Countries citing papers authored by Matthias S. Treder

Since Specialization

Citations

This map shows the geographic impact of Matthias S. Treder's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthias S. Treder with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthias S. Treder more than expected).

Fields of papers citing papers by Matthias S. Treder

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthias S. Treder. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthias S. Treder. The network helps show where Matthias S. Treder may publish in the future.

Co-authorship network of co-authors of Matthias S. Treder

This figure shows the co-authorship network connecting the top 25 collaborators of Matthias S. Treder. A scholar is included among the top collaborators of Matthias S. Treder based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Matthias S. Treder. Matthias S. Treder is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Treder, Matthias S., et al.. (2024). Introduction to Large Language Models (LLMs) for dementia care and research. SHILAP Revista de lepidopterología. 3. 1385303–1385303. 10 indexed citations

Zhang, Mengqi, Matthias S. Treder, David Marshall, & Yuhua Li. (2024). Fast Explanation of RBF-Kernel SVM Models Using Activation Patterns. ORCA Online Research @Cardiff (Cardiff University). 1–8. 1 indexed citations

Navarrete, Miguel, et al.. (2022). Ongoing neural oscillations predict the post-stimulus outcome of closed loop auditory stimulation during slow-wave sleep. NeuroImage. 253. 119055–119055. 6 indexed citations

Treder, Matthias S., Ian Charest, Sebastian Michelmann, et al.. (2021). The hippocampus as the switchboard between perception and memory. Proceedings of the National Academy of Sciences. 118(50). 44 indexed citations

Treder, Matthias S., Jonathan P. Shock, Dan J. Stein, et al.. (2021). Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction. Frontiers in Psychiatry. 12. 615754–615754. 23 indexed citations

Treder, Matthias S.. (2020). MVPA-Light: A Classification and Regression Toolbox for Multi-Dimensional Data. Frontiers in Neuroscience. 14. 289–289. 118 indexed citations

Tsvetanov, Kamen A., Zheng Ye, Laura E. Hughes, et al.. (2018). Activity and Connectivity Differences Underlying Inhibitory Control Across the Adult Life Span. Journal of Neuroscience. 38(36). 7887–7900. 50 indexed citations

Michelmann, Sebastian, Matthias S. Treder, Benjamin Griffiths, et al.. (2018). Data-driven re-referencing of intracranial EEG based on independent component analysis (ICA). Journal of Neuroscience Methods. 307. 125–137. 37 indexed citations

Ioannidis, Konstantinos, Samuel R. Chamberlain, Matthias S. Treder, et al.. (2016). Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry. Journal of Psychiatric Research. 83. 94–102. 66 indexed citations

10.

Acqualagna, Laura, Matthias S. Treder, & Benjamin Blankertz. (2013). Chroma Speller: Isotropic visual stimuli for truly gaze-independent spelling. 1041–1044. 9 indexed citations

11.

Treder, Matthias S., et al.. (2013). EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study. Accident Analysis & Prevention. 62. 110–118. 74 indexed citations

12.

Porbadnigk, Anne K., Matthias S. Treder, Siamac Fazli, et al.. (2013). Decoding cognitive brain states. TECNALIA Publications (Fundación TECNALIA Research & Innovation). 16–18. 1 indexed citations

13.

Treder, Matthias S., et al.. (2012). Exploring motion VEPs for gaze-independent communication. Journal of Neural Engineering. 9(4). 45006–45006. 36 indexed citations

14.

Bosse, Sebastian, Matthias S. Treder, Benjamin Blankertz, et al.. (2012). Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Transactions on Image Processing. 21(5). 2619–2629. 101 indexed citations

15.

Schmidt, Nico M., Benjamin Blankertz, & Matthias S. Treder. (2012). Online detection of error-related potentials boosts the performance of mental typewriters. BMC Neuroscience. 13(1). 19–19. 66 indexed citations

16.

Treder, Matthias S., Nico M. Schmidt, & Benjamin Blankertz. (2011). Gaze-independent brain–computer interfaces based on covert attention and feature attention. Journal of Neural Engineering. 8(6). 66003–66003. 146 indexed citations

17.

Treder, Matthias S. & Benjamin Blankertz. (2010). (C)overt attention and visual speller design in an ERP-based brain-computer interface. Behavioral and Brain Functions. 6(1). 28–28. 274 indexed citations

18.

Acqualagna, Laura, Matthias S. Treder, Martijn Schreuder, & Benjamin Blankertz. (2010). A novel brain-computer interface based on the rapid serial visual presentation paradigm. PubMed. 2010. 2686–2689. 70 indexed citations

19.

Helm, Peter A. van der & Matthias S. Treder. (2009). Detection of (anti)symmetry and (anti)repetition: Perceptual mechanisms versus cognitive strategies. Vision Research. 49(23). 2754–2763. 31 indexed citations

20.

Treder, Matthias S. & Peter A. van der Helm. (2007). Symmetry versus repetition in cyclopean vision: A microgenetic analysis. Vision Research. 47(23). 2956–2967. 39 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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