TY - JOUR
T1 - Reward value-based gain control
T2 - Divisive normalization in parietal cortex
AU - Louie, Kenway
AU - Grattan, Lauren E.
AU - Glimcher, Paul W.
PY - 2011/7/20
Y1 - 2011/7/20
N2 - The representation of value is a critical component of decision making. Rational choice theory assumes that options are assigned absolute values, independent of the value or existence of other alternatives. However, context-dependent choice behavior in both animals and humans violates this assumption, suggesting that biological decision processes rely on comparative evaluation. Here we show that neurons in the monkey lateral intraparietal cortex encode a relative form of saccadic value, explicitly dependent on the values of the other available alternatives. Analogous to extra-classical receptive field effects in visual cortex, this relative representation incorporates target values outside the response field and is observed in both stimulus-driven activity and baseline firing rates. This context-dependent modulation is precisely described by divisive normalization, indicating that this standard form of sensory gain control may be a general mechanism of cortical computation. Such normalization in decision circuits effectively implements an adaptive gain control for value coding and provides a possible mechanistic basis for behavioral contextdependent violations of rationality.
AB - The representation of value is a critical component of decision making. Rational choice theory assumes that options are assigned absolute values, independent of the value or existence of other alternatives. However, context-dependent choice behavior in both animals and humans violates this assumption, suggesting that biological decision processes rely on comparative evaluation. Here we show that neurons in the monkey lateral intraparietal cortex encode a relative form of saccadic value, explicitly dependent on the values of the other available alternatives. Analogous to extra-classical receptive field effects in visual cortex, this relative representation incorporates target values outside the response field and is observed in both stimulus-driven activity and baseline firing rates. This context-dependent modulation is precisely described by divisive normalization, indicating that this standard form of sensory gain control may be a general mechanism of cortical computation. Such normalization in decision circuits effectively implements an adaptive gain control for value coding and provides a possible mechanistic basis for behavioral contextdependent violations of rationality.
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U2 - 10.1523/JNEUROSCI.1237-11.2011
DO - 10.1523/JNEUROSCI.1237-11.2011
M3 - Article
C2 - 21775606
AN - SCOPUS:79960661918
SN - 0270-6474
VL - 31
SP - 10627
EP - 10639
JO - Journal of Neuroscience
JF - Journal of Neuroscience
IS - 29
ER -