NX-435 EPFL

This repo accompanies NX-435 (Spring 2024, Spring 2025). In the directory Notebooks you will find Google Colaboratory Notebooks that accompany lectures or sections.

TOC:

Notebooks

• Demo_PSTH.ipynb accompanies Lecture 2 where we introduce peri-stimulus time histograms.
• Demo_PSTH_solutions.ipynb is the exercise solution set.
• Demo_GLM.ipynb accompanies Lecture 5 where we introduce neural data analysis, esp. Poission GLMs
• Demo_GLMsolutions.ipynb is the exercise solution set.
• CEBRA__NX435_demo.ipynb accompanies Lecture 5 where we introduce neural data analysis, here population anaylysis with latent variable models
• This is another CEBRA demo that helps you get started on your own data too: https://cebra.ai/docs/demo_notebooks/CEBRA_best_practices.html

Research_proposal_template

This is a LaTeX template for the assignment you can use. You can git clone or download the template and upload into overleaf, for example.

• figures directory
• proposal.tex
• references.bib

Pong EMG -- build your own BCI Please look at the README.md for how to use this code!

• spike_stream_threshold.ipynb
• pong.py
• spikerbox_serial.py
• stream.py