CNSP 2025 Resources
A list of resources that were used during the 2025 workshop.
Check out the videos of all the sessions of CNSP2025 and the CNSP2025 booklet for further information about the workshop.
| CNSP2025 Tutorials | |||
|---|---|---|---|
| Link | Authors | Description | Relevant tutorial |
| Data + code | Aaron Nidiffer | The tutorial covers some encoding/decoding models, multivariate analysis, models validation, and other analyses in the MATLAB mTRF-Toolbox. The tutorial will focus on data from one subject, which is included inside the tutorial folder, but you can also download the full Natural Speech dataset. | Encoding/decoding models, multivariate analysis, models validation, etc. in the MATLAB mTRF Toolbox (Day 1) |
| Data and code | Hugo Weissbart | This tutorial presents advanced methodologies to extend Temporal Response Function (TRF) analysis beyond its usual linear framework. It discusses implementation and interpretation of various regularisation techniques, as well as application of non-linear TRF mappings (e.g. phase-amplitude coupling) with Python (Jupyter Notebooks). | Bridging complexity in neural dynamics: Non-linear approaches to temporal response function analysis (Day 1) |
| Data and code | Maximillian Nentwich | This tutorial applies the VARX toolbox (https://github.com/lcparra/varx) to intracranial EEG data and eyetracking data from an example patient’s movie watching and resting state recordings. The aim is to provide an introduction to the toolbox and illustrate the utility of the model to remove recurrent dynamics from temporal response functions, and remove spurious connections from internal dynamics. | Modelling recurrent connectivity and temporal response functions (Day 2) |