pyhgf.updates.prediction_error.inputs.binary.binary_input_prediction_error_finite_precision#
- pyhgf.updates.prediction_error.inputs.binary.binary_input_prediction_error_finite_precision(attributes: Dict, time_step: float, node_idx: int, value: float, **args) Dict[source]#
Compute the prediction error of a binary input assuming a finite precision.
- Parameters:
- attributes
The attributes of the probabilistic nodes.
- time_step
The interval between the previous time point and the current time point.
- node_idx
Pointer to the value parent node that will be updated.
- value
The new observed value.
- Returns:
- attributes
The attributes of the probabilistic nodes.
References
[1]Weber, L. A., Waade, P. T., Legrand, N., Møller, A. H., Stephan, K. E., & Mathys, C. (2023). The generalized Hierarchical Gaussian Filter (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2305.10937