Here you will find a small sample of the teaching materials that I have prepared during the last few years. Unless otherwise stated, everything here is released under a Creative Commons Attribution-NonCommercial-ShareAlike licence.

G. Gomez-Herrero

Advanced Human Neurophysiology, Free University Amsterdam

Latest version of code and documentation at GitHub

A MATLAB tutorial that illustrates the key principles underlying M/EEG source reconstruction techniques.

G. Gomez-Herrero

Latest version of code and documentation at GitHub

Go to the live version of the tutorial

In this tutorial we will characterize coupling dynamics between several scalar time-series using the powerful software toolbox TIM. TIM is being developed by Kalle Rutanen, whom I had the pleasure of supervising while working at Tampere University of Technology. Since TIM was originally released on year 2010, Kalle has taken it to a completely new level both in terms of features and computational efficiency. If you work with information theoretic measures such as Mutual Information, Transfer Entropy, and their partialized versions, then you should look no further and use TIM!

G. Gomez-Herrero

Latest version of code and documentation at GitHub

Go to the live version of the tutorial

In this tutorial we study the coupling dynamics underlying a real dataset of experimental measurements. The particularity of this tutorial is that, as in most real coupling analyses, the lag of the coupling is unknown. Therefore, we need to estimate information flow at different lags in order to determine the coupling delay. This tutorial will teach you how to do this with TIM's Matlab interface.

G. Gomez-Herrero

Introduction to Signal Processing, Tampere University of Technology

Latest version (pdf and LaTex sources) at GitHub

Five sets of exercises, four sets of homework assignments and four sample exams. The solutions are also available in most cases. Below you can find links to the pdf versions of all documents, but you can also get the Latex sources and raw images.

G. Gomez-Herrero

Introduction to Signal Processing, Tampere University of Technology

Latest version (pdf and LaTex sources) at GitHub

Several supporting documents to help students with the textbook content and the course exercises. Below you can find links to the pdf versions of all documents, but you can also get the Latex sources and raw images.

- Sums of some infinite numeric series (pdf)
- Finite-Length Discrete Transforms (pdf)
- Discrete-Time Signals and Systems in the z-Domain (pdf)
- A/D and D/A conversion cheatsheet (pdf)
- Inverse Z transform when having multiple and single poles (pdf)
- Inverse Z transform when having complex poles (pdf)
- Inverse Z transform, directly invertible case (pdf)