simulate_kuramoto: Implementation to simulate a Kuramoto model of oscillators

In Fagan-Lab/dynet: Network Dynamics

Description

Simulate Kuramoto model on a ground truth network

Usage

simulate_kuramoto(
  input_matrix,
  L,
  dt = 0.01,
  strength = 0,
  phases = NULL,
  freqs = NULL
)

Arguments

input_matrix	The input (ground-truth) adjacency matrix of a graph with 'N' nodes. Must be valid square adjacency matrix.
L	Integer length of the desired time series.
dt	Float size of timestep for numerical integration.
strength	Float coupling strength (prefactor for interaction terms).
phases	Vector of of initial phases.
freqs	Vector of internal frequencies.

Value

An N * L array of synthetic time series data.

Fagan-Lab/dynet documentation built on March 3, 2021, 2:53 a.m.