Non-deterministic linear thresholding systems reveal their deterministic origins
arxiv(2023)
摘要
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.
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