Welcome to my blog.
Here I try to collect some thoughts and code on the topics of Cognition, Neuroscience, Data Analysis, Neural Networks, Machine Learning, Statistics and Complex Systems in general.
Recent posts
Entropy-based measures in Machine Learning
A collection and explanation of the most relevant Entropy-based measures in Machine Learning.
Introducing: ASRpy
Artifact Subspace Reconstruction in Python.
Introducing: CatEyes
Unified Gaze Classification for Eye Tracking.
Automated EEG Cleaning - A Comparison
A collection, explanation, and comparison of various automated EEG cleaning algorithms.
Example: Automated EEG Cleaning
A simple automated EEG cleaning pipeline for MNE-Python.
Will there be snow on Christmas?
A challenge-winning project for the Potsdam Climate Institute’s 2021 “AI for Climate” Hackathon.
What is noise? (Baby don’t hurt me)
Visualization and automated detection of EEG noise.
Texture Generation with Spatial GANs
Replicating Jetchev, Bergmann & Vollgraf (2016).
Probabilistic Poker Bots
Define automated Poker algorithms and play against them.
Large graphs and small worlds
A collection of weighted graph measures to compute on numpy arrays.
Neuropynamics
A simple and interactive collection of introductory notebooks into Neurodynamics.
Hello Werld
Hello everyone!