Treder, Matthias S.

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

Blankertz, B., Lemm, S., Treder, M., Haufe, S., & Müller, K.-R. (2011) · NeuroImage

EEG and Brain-Computer InterfacesNeural and Behavioral Psychology Studies

Cited by 1,138

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

Linde-Domingo, J., Treder, M. S., Kerrén, C., & Wimber, M. (2019) · Nature Communications

Memory Processes and InfluencesMemory and Neural Mechanisms

Cited by 152

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

Ioannidis, K., Chamberlain, S. R., Treder, M. S., Kiraly, F., Leppink, E. W., Redden, S. A., Stein, D. J., Lochner, C., & Grant, J. E. (2016) · Journal of Psychiatric Research

Impact of Technology on AdolescentsSexuality, Behavior, and Technology

Cited by 90

Introduction to large language models (LLMs) for dementia care and research

Treder, M. S., Lee, S., & Tsvetanov, K. A. (2024) · Frontiers in Dementia

Dementia and Cognitive Impairment ResearchArtificial Intelligence in Healthcare and Education

Cited by 63

Classification of P300 component using a riemannian ensemble approach

Krzemiński, D., Michelmann, S., Treder, M., & Santamaria, L. (2020) · IFMBE Proceedings

EEG and Brain-Computer InterfacesEmotion and Mood Recognition

Cited by 7