SEP 4, 2026 · PREPRINT
Coarse-Graining Hidden Representations: Unsupervised Neuron Selection via Mapping Entropy
arXiv
A theoretical and computational study proposing an unsupervised neuron selection method based on mapping entropy, with proof-of-concept results on synthetic and toy datasets, but no clinical or established-domain validation.
Study details
DesignComputational theory and simulation study
InterventionMapping entropy (ME) minimisation applied t…
ComparatorRandom neuron subsets of equal size.