Figure 1.

The capacity to distinguish and respond to environmental fluctuations depends on the design of an organism's regulatory control network. The application of deep learning and control theory to phenotypic plasticity involves two transformations. First, sensory input leads to a classification of the environmental state. Second, the inferred environmental state leads to an appropriate response