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Bachelor and Master Theses

Thank you for your interest in writing your bachelor or master thesis in the field of neural information processing. The focus of possible thesis projects will be closely linked to ongoing research projects of our group. Below you can find open thesis projects and the corresponding contact persons.  If the topic you are interested in is not listed, please contact .

 

Thesis topics
Topic
Contact person
Proto-object detection mechanisms for visual search on dynamic visual scenes
(Computer Vision, Machine Learning, Psychophysics)

Computational modelling of separable resonant circuits controlled by different interneuron types
(Computational Neuroscience, Biophysically Detailed Modeling)

The influence of cell-intrinsic alterations in schizophrenia on oscillatory behavior in cortical neural networks
(Computational Neuroscience, Computational Psychiatry, Spiking Neural Networks&Mean-Field Modeling)

Automated validation and comparison of models of neurophysiological and neurocognitive biomarkers ofpsychiatric disorders
(Computational Neuroscience, Computational Psychiatry, Neuroinformatics)

The effect of alterations of schizophrenia-associated gene variants on stimulus-specific adaptation in auditory cortex
(Computational Neuroscience, Computational Psychiatry, Biophysically Detailed Modeling)

Meta-learning techniques in Reinforcement Learning, with applications on multi-agent cooperative tasks. The game of Hanabi.

Risk-sensitive, partially-observable Markov decision processes. A theoretical project

Risk-sensitive, partially-observable Markov decision processes with application on Texas Hold'em

 Training generative networks with optimal transport methods

Modelling Resting-State MEG Dynamics in Health and Disease
(Connectomics, Neuropsychiatric Disorder, Network Science, Computational Psychiatry)

Mechanistic Models of Excitatory-Inhibitory Interactions in the Auditory Cortex in Schizophrenia
(Neuropsychiatric Disorder, Computational Neuroscience, Computational Psychiatry)

Something related to generative models, meta-learning, reinforcement learning and fairness in machine learning. (Please write me if you are interested)

Risk-sensitive choice and reinforcement learning under incomplete information (POMDP)

Meta reinforcement learning in statistical sequence learning environments

Reward-based decision making process under perceptual and economic uncertainty (human psychophysics)

Hierarchical reinforcement learning representations in ventromedial prefrontal cortex (fMRI)

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