Non-deterministic linear thresholding systems reveal their deterministic origins
Neurons and Cognition
2023-11-23 v1
Abstract
Linear thresholding systems have been used as a model of neural activation and have more recently been proposed as a model of gene activation. Deterministic linear thresholding systems can be turned into non-deterministic systems by the introduction of noise. Under mild conditions on the noise, we show that the deterministic model can be deduced from the probabilities of the non-deterministic model.
Cite
@article{arxiv.2311.13339,
title = {Non-deterministic linear thresholding systems reveal their deterministic origins},
author = {Anna Laddach and Michael Shapiro},
journal= {arXiv preprint arXiv:2311.13339},
year = {2023}
}
Comments
4 pages