1 citations · 1 across the 3 of their papers we have counts for
4 papers
Conditioning as a route to stereotyped behavior in growing populations
Riccardo Ravasio, Kabir Husain, Constantine G. Evans +4
Biological systems perform complex multi-step processes in a reproducible way despite underlying stochasticity. The standard explanation is micromanagement by molecular machinery t…
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…
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…
Learning dynamical behaviors in physical systems
Rituparno Mandal, Rosalind Huang, Michel Fruchart +4
Physical learning is an emerging paradigm in science and engineering whereby (meta)materials acquire desired macroscopic behaviors by exposure to examples. So far, it has been appl…