Applicability of Soft-Mode Consequences to Neural Systems
Ascertain whether the soft-mode consequences—phenocopying, dual buffering, and global epistasis—apply to low-dimensional neural systems (e.g., continuous attractor networks and place-cell circuits) by testing whether environmental and synaptic perturbations produce aligned low-dimensional responses and whether context dependence follows global epistasis patterns.
References
We do not go into dimensionality reduction in neural systems further since they have been discussed before; further, the relevance of the key consequences of low dimensionality we focus on (phenocopying, dual buffering and global epistasis) is not clear.
— Soft Modes as a Predictive Framework for Low Dimensional Biological Systems across Scales
(2412.13637 - Russo et al., 18 Dec 2024) in Biological systems are often observed to be effectively low dimensional — Neural activity subsection