pyeeg.simulate.HopfOscillator.simulate

HopfOscillator.simulate(x0=None, tmax=1.0, noise=0.0, I=0.0)

Simulate the oscillator and return its states and readout.

Parameters:

• x0 (array_like, optional) – The initial state. Shape (2,). Defaults to zeros.

• tmax (float) – The duration of the simulation in seconds.

• noise (float) – The standard deviation of the additive noise.

• I (float or array_like) – The external input. A scalar is applied at every step, an array of shape (n,) is indexed per step.

Returns:

• states (ndarray) – The simulated states. Shape (n, 2).

• outputs (ndarray) – The simulated scalar readouts. Shape (n, 1).