Linguistic encoding. Analyzing how different levels of linguistic content of speech are encoded in the neural representation of the listener's brain, using ridge-regression and feature permutations.
naplib-python. A python toolbox for analyzing neural-acoustic data such as electroencephalography (EEG) paired with acoustic stimuli.
PyTCI. A python toolbox to analyze the temporal integration windows of computational models (e.g., artificial neural networks) that process time-series input.
dSTRF. A python toolbox to analyze feed forward neural networks trained to predict biological neural responses to sound, by computing the locally linear operations they perform on the input.
Side Projects
CogTask. An application written in Rust for designing and running cognitive psychology tasks/experiments, with the goals of being low-latency and easy-to-use.
