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/cofiringTo... Link to the ephys notebooks on colab: https://colab.research.google.com/dri... Link to the calcium imaging github repository: https://github.com/jquinnlee/MAIN_202... More information on MAIN educational: https://main-educational.github.io