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2019_elegant

brainnetcnn_personality

Personality prediction from Human Connectome Project fMRI data using BrainNetCNN deep learning model (Kawahara et al. 2016). Project with Dr. Johann Kruschwitz, Division of Mind and Brain at Charite Medical University

brainnetcnnvis_pytorch

Personality prediction from Human Connectome Project fMRI data using BrainNetCNN deep learning model (Kawahara et al. 2016). Project with Dr. Johann Kruschwitz, Division of Mind and Brain at Charite Medical University

davi1

Quantifying the perceptual efficiency of data visualizations with regression and bayesian models. Project with Rolfs Lab, Psychology Dept. at Humboldt University

flicker

Decoding flicker light-induced visual hallucinations from EEG. Project with the lab of Dr. Timo Torsten Schmidt Lab, Neurocomputation and Neuroimaging Unit at Freie University Berlin

furtheradu.github.io

machine_intelligence_i

Programming exercises from "Machine Intelligence I: Supervised Methods and RL" taught by Prof. Klaus Obermayer, Neural Information Processing Group at Technical University Berlin (Winter Semester, 2019)

machine_intelligence_ii

Programming exercises from "Machine Intelligence II: Unsupervised Methods" taught by Prof. Klaus Obermayer, Neural Information Processing Group at Technical University Berlin (Summer Semester, 2019)

models_of_higher_brain_function

Programming exercises from "Models of Higher Brain Functions" taught by Prof. Henning Sprekeler, Modelling of Cognitive Processes Group at Technical University Berlin (Winter Semester, 2019)

models_of_neural_systems

Programming exercises from "Models of Higher Brain Functions" taught by Prof. Richard Kempter, Theoretical Neuroscience Group at Humboldt University Berlin (Winter Semester, 2018)

stick_breaking_vae

Implementing Stick-Breaking Variational Auto-encoder in Pytorch & Keras (Python3)