Matthias S. Treder - Publications, H-index & Citations

Matthias S. Treder

university of hamburg

36H指数

99论文数

5.3K被引数

收录论文 22

发表时间

Explaining the predictions of kernel SVM models for neuroimaging data analysis

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-10-01

OAAI

Zhang, Mengqi; Treder, Matthias; Marshall, David; Li, Yuhua

Targeted memory reactivation in human REM sleep elicits detectable reactivation 人类REM睡眠中的目标记忆再激活引起可检测的再激活

ELIFE

IF0

2023-06-23

OAAI

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

Rigid motion-resolved B1+prediction using deep learning for real-time parallel-transmission pulse design 基于深度学习的刚性运动分辨B1预测，用于实时并行传输脉冲设计

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-12-27

OAAI

Plumley, Alix; Watkins, Luke; Treder, Matthias; Liebig, Patrick; Murphy, Kevin; Kopanoglu, Emre

Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach

JMIR MEDICAL INFORMATICS

IF3.8

2021-12-24

OAAI

Chopard, Daphne; Treder, Matthias S.; Corcoran, Padraig; Ahmed, Nagheen; Johnson, Claire; Busse, Monica; Spasic, Irena

The hippocampus as the switchboard between perception and memory

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-12-08

OAAI

Treder, Matthias S.; Charest, Ian; Michelmann, Sebastian; Martin-Buro, Maria Carmen; Roux, Frederic; Carceller-Benito, Fernando; Ugalde-Canitrot, Arturo; Rollings, David T.; Sawlani, Vijay; Chelvarajah, Ramesh; Wimber, Maria; Hanslmayr, Simon; Staresina, Bernhard P.

Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction

FRONTIERS IN PSYCHIATRY

IF3.2

2021-02-18

OAAI

Treder, Matthias S.; Shock, Jonathan P.; Stein, Dan J.; du Plessis, Stefan; Seedat, Soraya; Tsvetanov, Kamen A.

MVPA-Light: A Classification and Regression Toolbox for Multi-Dimensional Data

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-06-04

115

OAAI

Treder, Matthias S.

Evidence that neural information flow is reversed between object perception and object reconstruction from memory

NATURE COMMUNICATIONS

IF15.7

2019-01-14

OAAI

Linde-Domingo, Juan; Treder, Matthias S.; Kerren, Casper; Wimber, Maria

Problematic intemet use as an age-related multifaceted problem: Evidence from a two-site survey

ADDICTIVE BEHAVIORS

IF3.6

2018-06-01

144

OAAI

Ioannidis, Konstantinos; Treder, Matthias S.; Chamberlain, Samuel R.; Kiraly, Franz; Redden, Sarah A.; Stein, Dan J.; Lochner, Christine; Grant, Jon E.

NATURE COMMUNICATIONS

IF15.7

2017-06-09

OAAI

Price, D.; Tyler, L. K.; Henriques, R. Neto; Campbell, K. L.; Williams, N.; Treder, M. S.; Taylor, J. R.; Henson, R. N. A.

Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry

JOURNAL OF PSYCHIATRIC RESEARCH

IF3.2

2016-12-01

OAAI

Ioannidis, Konstantinos; Chamberlain, Samuel R.; Treder, Matthias S.; Kiraly, Franz; Leppink, Eric W.; Redden, Sarah A.; Stein, Dan J.; Lochner, Christine; Grant, Jon E.

A Gaze Independent Brain-Computer Interface Based on Visual Stimulation through Closed Eyelids

SCIENTIFIC REPORTS

IF3.9

2015-10-29

OAAI

Hwang, Han-Jeong; Ferreria, Valeria Y.; Ulrich, Daniel; Kilic, Tayfun; Chatziliadis, Xenofon; Blankertz, Benjamin; Treder, Matthias

Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification 使用单次尝试的EEG分类解码复调音乐中乐器的听觉注意力

JOURNAL OF NEURAL ENGINEERING

IF3.8

2014-03-10

OAAI

Treder, M. S.; Purwins, H.; Miklody, D.; Sturm, I.; Blankertz, B.

EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2014-01-01

PREAI

Sonnleitner, Andreas; Treder, Matthias Sebastian; Simon, Michael; Willmann, Sven; Ewald, Arne; Buchner, Axel; Schrauf, Michael

Single-trial analysis of the neural correlates of speech quality perception

JOURNAL OF NEURAL ENGINEERING

IF3.8

2013-07-31

PREAI

Porbadnigk, Anne K.; Treder, Matthias S.; Blankertz, Benjamin; Antons, Jan-Niklas; Schleicher, Robert; Moeller, Sebastian; Curio, Gabriel; Mueller, Klaus-Robert

Special section on gaze-independent brain-computer interfaces

JOURNAL OF NEURAL ENGINEERING

IF3.8

2012-07-25

OAAI

Treder, Matthias S.

Exploring motion VEPs for gaze-independent communication

JOURNAL OF NEURAL ENGINEERING

IF3.8

2012-07-25

PREAI

Schaeff, Sulamith; Treder, Matthias Sebastian; Venthur, Bastian; Blankertz, Benjamin