-
1
-
-
34548295327
-
Learning the value of information in an uncertain world
-
Behrens TE, Woolrich MW, Walton ME, Rushworth MF. Learning the value of information in an uncertain world. Nat Neurosci 10: 1214–1221, 2007.
-
(2007)
Nat Neurosci
, vol.10
, pp. 1214-1221
-
-
Behrens, T.E.1
Woolrich, M.W.2
Walton, M.E.3
Rushworth, M.F.4
-
2
-
-
77958521810
-
Learning priors for Bayesian computations in the nervous system
-
Berniker M, Voss M, Kording K. Learning priors for Bayesian computations in the nervous system. PloS One 5: e12686, 2010.
-
(2010)
Plos One
, vol.5
-
-
Berniker, M.1
Voss, M.2
Kording, K.3
-
3
-
-
0002282678
-
Frequency, and reasonable expectation
-
Cox RT. Probability, frequency, and reasonable expectation. Am J Phys 14: 1–13, 1946.
-
(1946)
Am J Phys
, vol.14
, pp. 1-13
-
-
Probability, C.R.1
-
4
-
-
84878887354
-
Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies
-
Garrison J, Erdeniz B, Done J. Prediction error in reinforcement learning: a meta-analysis of neuroimaging studies. Neurosci Biobehav Rev 37: 1297–1310, 2013.
-
(2013)
Neurosci Biobehav Rev
, vol.37
, pp. 1297-1310
-
-
Garrison, J.1
Erdeniz, B.2
Done, J.3
-
6
-
-
35548944543
-
Anterior prefrontal function and the limits of human decision-making
-
Koechlin E, Hyafil A. Anterior prefrontal function and the limits of human decision-making. Science 318: 594–598, 2007.
-
(2007)
Science
, vol.318
, pp. 594-598
-
-
Koechlin, E.1
Hyafil, A.2
-
7
-
-
1642553405
-
Bayesian integration in sensorimotor learning
-
Kording KP, Wolpert DM. Bayesian integration in sensorimotor learning. Nature 427: 244–247, 2004.
-
(2004)
Nature
, vol.427
, pp. 244-247
-
-
Kording, K.P.1
Wolpert, D.M.2
-
8
-
-
70449568271
-
Genetic variation in dopaminergic neuromodulation influences the ability to rapidly and flexibly adapt decisions
-
Krugel LK, Biele G, Mohr PN, Li SC, Heekeren HR. Genetic variation in dopaminergic neuromodulation influences the ability to rapidly and flexibly adapt decisions. Proc Natl Acad Sci USA 106: 17951–17956, 2009.
-
(2009)
Proc Natl Acad Sci USA
, vol.106
, pp. 17951-17956
-
-
Krugel, L.K.1
Biele, G.2
Mohr, P.N.3
Li, S.C.4
Heekeren, H.R.5
-
9
-
-
84893508813
-
Neural computations underlying arbitration between model-based and model-free learning
-
Lee SW, Shimojo S, O’Doherty JP. Neural computations underlying arbitration between model-based and model-free learning. Neuron 81: 687–699, 2014.
-
(2014)
Neuron
, vol.81
, pp. 687-699
-
-
Lee, S.W.1
Shimojo, S.2
O’Doherty, J.P.3
-
10
-
-
1642455807
-
Associative history affects the associative change undergone by both presented and absent cues in human causal learning
-
LePelley ME, McLaren IP. Associative history affects the associative change undergone by both presented and absent cues in human causal learning. J Exp Psychol Anim Behav Process 30: 67–73, 2004.
-
(2004)
J Exp Psychol Anim Behav Process
, vol.30
, pp. 67-73
-
-
Lepelley, M.E.1
McLaren, I.P.2
-
12
-
-
80053236449
-
Differential roles of human striatum and amygdala in associative learning
-
Li J, Schiller D, Schoenbaum G, Phelps EA, Daw ND. Differential roles of human striatum and amygdala in associative learning. Nat Neurosci 14: 1250–1252, 2011.
-
(2011)
Nat Neurosci
, vol.14
, pp. 1250-1252
-
-
Li, J.1
Schiller, D.2
Schoenbaum, G.3
Phelps, E.A.4
Daw, N.D.5
-
13
-
-
77956862944
-
An approximately Bayesian delta-rule model explains the dynamics of belief updating in a changing environment
-
Nassar MR, Wilson RC, Heasly B, Gold JI. An approximately Bayesian delta-rule model explains the dynamics of belief updating in a changing environment. J Neurosci 30: 12366–12378, 2010.
-
(2010)
J Neurosci
, vol.30
, pp. 12366-12378
-
-
Nassar, M.R.1
Wilson, R.C.2
Heasly, B.3
Gold, J.I.4
-
14
-
-
84888786687
-
Making predictions in a changing world-inference, uncertainty, and learning
-
O’Reilly JX. Making predictions in a changing world-inference, uncertainty, and learning. Front Neurosci 7: 105, 2013.
-
(2013)
Front Neurosci
, vol.7
, pp. 105
-
-
O’Reilly, J.X.1
-
15
-
-
84859343955
-
How can a Bayesian approach inform neuroscience?
-
O’Reilly JX, Jbabdi S, Behrens TE. How can a Bayesian approach inform neuroscience? Eur J Neurosci 35: 1169–1179, 2012.
-
(2012)
Eur J Neurosci
, vol.35
, pp. 1169-1179
-
-
O’Reilly, J.X.1
Jbabdi, S.2
Behrens, T.E.3
-
16
-
-
84863269144
-
Adaptive coding of reward prediction errors is gated by striatal coupling
-
Park SQ, Kahnt T, Talmi D, Rieskamp J, Dolan RJ, Heekeren HR. Adaptive coding of reward prediction errors is gated by striatal coupling. Proc Natl Acad Sci USA 109: 4285–4289, 2012.
-
(2012)
Proc Natl Acad Sci USA
, vol.109
, pp. 4285-4289
-
-
Park, S.Q.1
Kahnt, T.2
Talmi, D.3
Rieskamp, J.4
Dolan, R.J.5
Heekeren, H.R.6
-
17
-
-
79551573880
-
Unexpected uncertainty, and estimation uncertainty: Bayesian learning in unstable settings
-
Payzan-LeNestour E, Bossaerts P. Risk, unexpected uncertainty, and estimation uncertainty: Bayesian learning in unstable settings. PLoS Comput Biol 7: e1001048, 2011.
-
(2011)
Plos Comput Biol
, vol.7
-
-
Payzan-Lenestour, E.1
Risk, B.P.2
-
18
-
-
84879996099
-
The neural representation of unexpected uncertainty during value-based decision making
-
Payzan-LeNestour E, Dunne S, Bossaerts P, O’Doherty JP. The neural representation of unexpected uncertainty during value-based decision making. Neuron 79: 191–201, 2013.
-
(2013)
Neuron
, vol.79
, pp. 191-201
-
-
Payzan-Lenestour, E.1
Dunne, S.2
Bossaerts, P.3
O’Doherty, J.P.4
-
19
-
-
0019089514
-
A model for Pavlovian learning: Variations in the effectiveness of conditioned but not of unconditioned stimuli
-
Pearce JM, Hall G. A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli. Psychol Rev 87: 532–552, 1980.
-
(1980)
Psychol Rev
, vol.87
, pp. 532-552
-
-
Pearce, J.M.1
Hall, G.2
-
20
-
-
34447623582
-
Adding prediction risk to the theory of reward learning
-
Preuschoff K, Bossaerts P. Adding prediction risk to the theory of reward learning. Ann NY Acad Sci 1104: 135–146, 2007.
-
(2007)
Ann NY Acad Sci
, vol.1104
, pp. 135-146
-
-
Preuschoff, K.1
Bossaerts, P.2
-
21
-
-
0002109138
-
A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement
-
edited by BlackAH, Prokasy WF. New York: Appleton Century Crofts
-
Rescorla RA, Wagner AR. A theory of Pavlovian conditioning: variations in the effectiveness of reinforcement and nonreinforcement. In: Classical Conditioning II: Current Research and Theory, edited by BlackAH, Prokasy WF. New York: Appleton Century Crofts, 1972, p. 64-99.
-
(1972)
Classical Conditioning II: Current Research and Theory
, pp. 64-99
-
-
Rescorla, R.A.1
Wagner, A.R.2
-
22
-
-
0030896968
-
A neural substrate of prediction and reward
-
Schultz W, Dayan P, Montague PR. A neural substrate of prediction and reward. Science 275: 1593–1599, 1997.
-
(1997)
Science
, vol.275
, pp. 1593-1599
-
-
Schultz, W.1
Dayan, P.2
Montague, P.R.3
-
23
-
-
0034078011
-
Neuronal coding of prediction errors
-
Schultz W, Dickinson A. Neuronal coding of prediction errors. Annu Rev Neurosci 23: 473–500, 2000.
-
(2000)
Annu Rev Neurosci
, vol.23
, pp. 473-500
-
-
Schultz, W.1
Dickinson, A.2
-
24
-
-
33645341176
-
Noise characteristics and prior expectations in human visual speed perception
-
Stocker AA, Simoncelli EP. Noise characteristics and prior expectations in human visual speed perception. Nat Neurosci 9: 578–585, 2006.
-
(2006)
Nat Neurosci
, vol.9
, pp. 578-585
-
-
Simoncelli, A.A.E.P.1
-
25
-
-
14844349975
-
Adaptive coding of reward value by dopamine neurons
-
Tobler PN, Fiorillo CD, Schultz W. Adaptive coding of reward value by dopamine neurons. Science 307: 1642–1645, 2005.
-
(2005)
Science
, vol.307
, pp. 1642-1645
-
-
Tobler, P.N.1
Fiorillo, C.D.2
Schultz, W.3
-
26
-
-
84866737565
-
Differential representations of prior and likelihood uncertainty in the human brain
-
Vilares I, Howard JD, Fernandes HL, Gottfried JA, Kording KP. Differential representations of prior and likelihood uncertainty in the human brain. Curr Biol 22: 1641–1648, 2012.
-
(2012)
Curr Biol
, vol.22
, pp. 1641-1648
-
-
Vilares, I.1
Howard, J.D.2
Fernandes, H.L.3
Gottfried, J.A.4
Kording, K.P.5
-
27
-
-
20444388016
-
Uncertainty, neuromodulation, attention
-
Yu AJ, Dayan P. Uncertainty, neuromodulation, attention. Neuron 46: 681– 692, 2005.
-
(2005)
Neuron
, vol.46
-
-
Yu, A.J.1
Dayan, P.2
-
28
-
-
33746220445
-
Vision as Bayesian inference: Analysis by synthesis?
-
Yuille A, Kersten D. Vision as Bayesian inference: analysis by synthesis? Trends Cogn Sci 10: 301–308, 2006.
-
(2006)
Trends Cogn Sci
, vol.10
, pp. 301-308
-
-
Yuille, A.1
Kersten, D.2
|