ephys-analysis

A collection of annotated scripts for analyzing ephys data mainly built around pyABF and eFEL.

table of contents

• cluster neurons based on their spiking properties
• phase plane plots
• calculate the amplitude and latency of PSCs on different synapses
• use unsupervised machine learning anomaly detection to identify mPSCs or sPSCs

dependencies

pandas, numpy, pyABF, eFEL, sklearn, scipy, matplotlib