Figure 1.

Schematic diagram of optimal information transfer by the aPadP cycle. x(t) represents the current state of the environment, and y(t) is the stochastic behavior of receptors in response to the state of environment. z(t) is an intracellular dynamics that is driven by the noisy y(t).