SPR 2023

Pre-Conference Workshop #1: Methods for Analyzing Neural Oscillations and Aperiodic Activity

Notebooks and tutorials for analyzing nonsinusoidal neural oscillations and aperiodic activity.

You have two options for running these notebooks:

Option 1: Google Colaboratory (no Jupyter installation necessary)

Tutorial	Colab Link
DSP and Simulations - Introduction
DSP and Simulations - Filtering
DSP and Simulations - Timescales
DSP and Simulations - Band Ratios
Spectral Parameterization - Model Description
Spectral Parameterization - Algorithm
Spectral Parameterization - Simulated Data
Spectral Parameterization - Real Data
Bycycle - Introduction
Bycycle - Algorithm
Bycycle - Real Data
Bycycle - Burst Detection

Option 2: Run locally with your own Jupyter installation

git clone https://github.com/voytekresearch/spr.git
cd spr

pip install -r requirements.txt
jupyter notebook