NeuralField

NeuralField(name: str, shape: tuple, sigmoid="AbsSigmoid", beta=100, theta=0, resting_level=-5, global_inhibition=0, input_noise_gain=0, tau=0.02, lateral_kernel=None)

Simulates a dynamic neural field with activation state, input drive, optional lateral interaction, global inhibition, resting level, and noise.

Slots

Slot	Description
Inputs	in0 field input
Outputs	out0 transfer-function output; buffer activation stores the field state

Import

from juniper import NeuralField

Notes

• The activation update is integrated with the configured simulation time step.
• Use lateral_kernel for recurrent interaction.