Modulators of decision making

被引:425
作者
Doya, Kenji [1 ,2 ]
机构
[1] Okinawa Inst Sci & Technol, Neural Computat Unit, Okinawa 9042234, Japan
[2] Computat Neurosci Labs, ATR, Kyoto 6190288, Japan
关键词
D O I
10.1038/nn2077
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Human and animal decisions are modulated by a variety of environmental and intrinsic contexts. Here I consider computational factors that can affect decision making and review anatomical structures and neurochemical systems that are related to contextual modulation of decision making. Expectation of a high reward can motivate a subject to go for an action despite a large cost, a decision that is influenced by dopamine in the anterior cingulate cortex. Uncertainty of action outcomes can promote risk taking and exploratory choices, in which norepinephrine and the orbitofrontal cortex appear to be involved. Predictable environments should facilitate consideration of longer-delayed rewards, which depends on serotonin in the dorsal striatum and dorsal prefrontal cortex. This article aims to sort out factors that affect the process of decision making from the viewpoint of reinforcement learning theory and to bridge between such computational needs and their neurophysiological substrates.
引用
收藏
页码:410 / 416
页数:7
相关论文
共 88 条
[31]   The neural correlates of subjective value during intertemporal choice [J].
Kable, Joseph W. ;
Glimcher, Paul W. .
NATURE NEUROSCIENCE, 2007, 10 (12) :1625-1633
[32]   PROSPECT THEORY - ANALYSIS OF DECISION UNDER RISK [J].
KAHNEMAN, D ;
TVERSKY, A .
ECONOMETRICA, 1979, 47 (02) :263-291
[33]   Acquisition and extinction in autoshaping [J].
Kakade, S ;
Dayan, P .
PSYCHOLOGICAL REVIEW, 2002, 109 (03) :533-544
[34]   Expectation of reward modulates cognitive signals in the basal ganglia [J].
Kawagoe, R ;
Takikawa, Y ;
Hikosaka, O .
NATURE NEUROSCIENCE, 1998, 1 (05) :411-416
[35]   Optimal decision making and the anterior cingulate cortex [J].
Kennerley, Steven W. ;
Walton, Mark E. ;
Behrens, Timothy E. J. ;
Buckley, Mark J. ;
Rushworth, Matthew F. S. .
NATURE NEUROSCIENCE, 2006, 9 (07) :940-947
[36]   Effects of orbital prefrontal cortex dopamine depletion on inter-temporal choice:: a quantitative analysis [J].
Kheramin, S ;
Body, S ;
Ho, MY ;
Velázquez-Martinez, DN ;
Bradshaw, CM ;
Szabadi, E ;
Deakin, JFW ;
Anderson, IM .
PSYCHOPHARMACOLOGY, 2004, 175 (02) :206-214
[37]   The effect of orbital prefrontal cortex lesions on performance on a progressive ratio schedule: implications for models of inter-temporal choice [J].
Kheramin, S ;
Body, S ;
Herrera, FM ;
Bradshaw, CM ;
Szabadi, E ;
Deakin, J ;
Anderson, IM .
BEHAVIOURAL BRAIN RESEARCH, 2005, 156 (01) :145-152
[38]   Effects of quinolinic acid-induced lesions of the orbital prefrontal cortex on inter-temporal choice:: a quantitative analysis [J].
Kheramin, S ;
Body, S ;
Mobini, S ;
Ho, MY ;
Velázquez-Martinez, DN ;
Bradshaw, CM ;
Szabadi, E ;
Deakin, JFW ;
Anderson, IM .
PSYCHOPHARMACOLOGY, 2002, 165 (01) :9-17
[39]   Auditory thalamus integrates visual inputs into behavioral gains [J].
Komura, Y ;
Tamura, R ;
Uwano, T ;
Nishijo, H ;
Ono, T .
NATURE NEUROSCIENCE, 2005, 8 (09) :1203-1209
[40]   The neural basis of financial risk taking [J].
Kuhnen, CM ;
Knutson, B .
NEURON, 2005, 47 (05) :763-770