XY_Oscillator

class brainmass.XY_Oscillator(in_size, noise_x=None, noise_y=None, init_x=Uniform(low=0, high=0.05), init_y=Uniform(low=0, high=0.05), method='exp_euler')

Return type:

Any

__init__(in_size, noise_x=None, noise_y=None, init_x=Uniform(low=0, high=0.05), init_y=Uniform(low=0, high=0.05), method='exp_euler')

Parameters:

• in_size (int | Sequence[int] | integer | Sequence[integer])

• noise_x (Noise)

• noise_y (Noise)

• init_x (Callable)

• init_y (Callable)

• method (str)

init_state(batch_size=None, **kwargs)

Initialize model states x and y.

Parameters:

batch_size (int or None, optional) – Optional leading batch dimension. If None, no batch dimension is used. Default is None.

dx(x, y, x_ext)

dy(y, x, y_ext)

derivative(state, t, x_ext, y_ext)

update(x_inp=None, y_inp=None)