2 papers
q-bio.PE2025
Learning to generalize in evolution through annealed population heterogeneity
Federica Ferretti, Mehran Kardar, Arvind Murugan
Evolutionary systems must learn to generalize, often extrapolating from a limited set of selective conditions to anticipate future environmental changes. The mechanisms enabling su…
cond-mat.dis-nn2024
Limits on the computational expressivity of non-equilibrium biophysical processes
Carlos Floyd, Aaron R. Dinner, Arvind Murugan +1
Many biological decision-making processes can be viewed as performing a classification task over a set of inputs, using various chemical and physical processes as "biological hardw…