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. 2015 Aug 24;9:289. doi: 10.3389/fnins.2015.00289

Table 1.

Proposed relationship between a control theoretic framework and the optimization of energy use in the brain over time.

Control theory Variable Interpretation
Time index k Index of time in a scale in which distinct control actions are possible
State xk = [HN, HA] Quantity of energy available to neurons and astrocytes
Control u Neuromodulator concentration driving neural recruitment in an area
Dynamics xk + 1 = f(xk, uk) Energy dynamics in the brain
Objective function g(xk, uk) Combination of cognitive costs (if any) and rewards for a single time step
Objective function J Overall objective function to be optimized over a given time horizon