Tutorial on analysis of neural time series using calcium imaging and electrophysiology

Tutorial by Quinn Lee, PhD and Giuseppe P Gava, PhD, organized as part of the 2022 educational workshop of the Montreal NeuroAI (MAIN) conference.

Objectives of the tutorial:
Data analysis for electrophysiological time series from freely-behaving animals
Data analysis for in vivo calcium imaging time series from freely-behaving animals
Assess the co-firing structure and topology of neuronal networks, comparing them using Riemannian metrics
Compare representation in neural data to theoretical models with representational similarity analysis (RSA) and manifold-based analyses

Materials:
Link to the ephys github repository: https://github.com/drsax93/cofiringTopology
Link to the ephys notebooks on colab: https://colab.research.google.com/drive/1eQjaabGHZFHwYjiM516S0UjeL9B3-2iZ#scrollTo=Rvuf55uzAKXn
Link to the calcium imaging github repository: https://github.com/jquinnlee/MAIN_2022_calRSA/blob/main/MAIN2022_calciumRSA_demo.ipynb

More information on MAIN educational: https://main-educational.github.io

Видео Tutorial on analysis of neural time series using calcium imaging and electrophysiology канала MAIN Conference