SvenWientjes
PhD student in Cognitive Neuroscience - Hierarchical Reinforcement Learning, episodic memory, and computational modelling
University of GhentGhent
Pinned Repositories
Ghent_CuttingGardens2023
Repository with materials and information about the 2023 Cutting Gardens EEG meeting as it is locally hosted at Ghent University.
EEG_break
A repository for generating, estimating and evaluating Structural Break (detection) methods for EEG data.
HMM_sbi
Repo for testing out Simulation Based Inference (sbi) with Hidden Markov Models (HMM)
MATLAB-art
SpeechRecognition
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.
structural_HMM
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.
SvenWientjes's Repositories
SvenWientjes/SpeechRecognition
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.
SvenWientjes/HMM_sbi
Repo for testing out Simulation Based Inference (sbi) with Hidden Markov Models (HMM)
SvenWientjes/EEG_break
A repository for generating, estimating and evaluating Structural Break (detection) methods for EEG data.
SvenWientjes/MATLAB-art
SvenWientjes/structural_HMM
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.