Name: Sven Wientjes
Type: User
Company: University of Ghent
Bio: PhD student in Cognitive Neuroscience - Hierarchical Reinforcement Learning, episodic memory, and computational modelling
Twitter: SvenWientjes
Location: Ghent
Blog: users.ugent.be/~swientje
Sven Wientjes's Projects
A repository for generating, estimating and evaluating Structural Break (detection) methods for EEG data.
Repo for testing out Simulation Based Inference (sbi) with Hidden Markov Models (HMM)
Classifying sound signals as Links, Midden or Rechts using features computed using a Mel-Frequency filterbank, summing the power of the frequency-domain in the relevant filters. Dynamic Time Warping is used to find proper alignment between the unknown word and several labelled exemplars per word we are looking for. Then, k nearest neighbours tells us which is the most likely class for our unknown word.
Code for modifying the structure of an HMM in R and testing how well it fits. Specifically used for a project on mind-wandering, to test the characteristic transitions between different levels of focus.