joaopn / avalanche_analysis

Simple avalanche analysis of timeseries.

avalanche_analysis

Simple avalanche analysis of timeseries. It depends on the following packages: powerlaw, scipy. It accepts two types of data:

*a single timeseries A = [1,2,0,1,1,0] with separation of timescales (A[i] = 0). *a 2-D array of separate trials: A = [[1,2,1,0,0],[1,3,0,0,0]]

Example usage:

import avalanche_analysis
A = avalanche_analysis.simulate_bp(m=1,trials=1000)
avalanche_analysis.run_analysis(data=A)
!["avalanche analysis"](example.png)