Teaching

Methods in Empirical Musicology

Seminar course at the Karlsruhe University of Music (since 2023 Winter)

Link to MATLAB Live Script (download and open it on MATLAB)

Temporal response function (TRF) ∈ finite impulse response (FIR) + ridge regression (RR)

A linearized encoding analysis is an efficient method to relate the non-linear transform of information to neural data (usually noisy and from a small number of subjects). A finite impulse response (FIR) model estimated using ridge regression (also known as temporal response function [TRF]) is one successful example.  Explained in a MATLAB Live Script!

Link to MATLAB Live Script (download and open it on MATLAB)

Ridge Regression

One of the widely used methods in encoding/decoding analysis. It's a just linear regression with regularization. Explained in a MATLAB Live Script!

fMRI Motion-artifacts Denoising

Visualization to explore the denoising effects of the "CompCor" regression, with the theory explained!

In-vivo Intracoritcal Myelination Mapping

Introduction on "quantitative morphology" on myeloarchitecture using ultra-high field magnetic resonance imaging.