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Volumn 35, Issue 7, 2012, Pages 1169-1179

How can a Bayesian approach inform neuroscience?

Author keywords

Attention; Bayes'; Functional magnetic resonance imaging; Illusion; Neural

Indexed keywords

ATTENTION; BAYES THEOREM; BAYESIAN LEARNING; BEHAVIOR; BRAIN FUNCTION; INFORMATION PROCESSING; LEARNING; MATHEMATICAL MODEL; NEUROSCIENCE; PERCEPTION; PRIORITY JOURNAL; REVIEW; UNCERTAINTY; VISUAL ILLUSION;

EID: 84859343955     PISSN: 0953816X     EISSN: 14609568     Source Type: Journal    
DOI: 10.1111/j.1460-9568.2012.08010.x     Document Type: Review
Times cited : (66)

References (62)
  • 1
    • 84859340669 scopus 로고
    • A rational analysis of categorization
    • Anderson, J.R. (1988) A rational analysis of categorization. Bull. Psychon. Soc., 26, 507-507.
    • (1988) Bull. Psychon. Soc. , vol.26 , pp. 507-507
    • Anderson, J.R.1
  • 2
    • 71849088010 scopus 로고    scopus 로고
    • Dynamic reweighting of visual and vestibular cues during self-motion perception
    • Angelaki, D.E., Fetsch, C.R., Turner, A.H. & DeAngelis, G.C. (2009) Dynamic reweighting of visual and vestibular cues during self-motion perception. J. Neurosci., 29, 15601-15612.
    • (2009) J. Neurosci. , vol.29 , pp. 15601-15612
    • Angelaki, D.E.1    Fetsch, C.R.2    Turner, A.H.3    DeAngelis, G.C.4
  • 4
    • 53949117024 scopus 로고    scopus 로고
    • Differential dependency on motion coherence in subregions of the human MT+ complex
    • Becker, H.G., Erb, M. & Haarmeier, T. (2008) Differential dependency on motion coherence in subregions of the human MT+ complex. Eur. J. Neurosci., 28, 1674-1685.
    • (2008) Eur. J. Neurosci. , vol.28 , pp. 1674-1685
    • Becker, H.G.1    Erb, M.2    Haarmeier, T.3
  • 5
    • 0033017590 scopus 로고    scopus 로고
    • Integration of proprioceptive and visual position-information: an experimentally supported model
    • van Beers, R.J., Sittig, A.C. & van der Gon, J.J.D. (1999) Integration of proprioceptive and visual position-information: an experimentally supported model. J. Neurophysiol., 81, 1355-1364.
    • (1999) J. Neurophysiol. , vol.81 , pp. 1355-1364
    • van Beers, R.J.1    Sittig, A.C.2    van der Gon, J.J.D.3
  • 7
    • 66449094746 scopus 로고    scopus 로고
    • How green is the grass on the other side? Frontopolar cortex and the evidence in favor of alternative courses of action
    • Boorman, E.D., Behrens, T.E., Woolrich, M.W. & Rushworth, M.F. (2009) How green is the grass on the other side? Frontopolar cortex and the evidence in favor of alternative courses of action. Neuron, 62, 733-743.
    • (2009) Neuron , vol.62 , pp. 733-743
    • Boorman, E.D.1    Behrens, T.E.2    Woolrich, M.W.3    Rushworth, M.F.4
  • 8
    • 0027692046 scopus 로고
    • Responses of neurons in macaque MT to stochastic motion signals
    • Britten, K.H., Shadlen, M.N., Newsome, W.T. & Movshon, J.A. (1993) Responses of neurons in macaque MT to stochastic motion signals. Vis. Neurosci., 10, 1157-1169.
    • (1993) Vis. Neurosci. , vol.10 , pp. 1157-1169
    • Britten, K.H.1    Shadlen, M.N.2    Newsome, W.T.3    Movshon, J.A.4
  • 9
    • 70449433009 scopus 로고    scopus 로고
    • Decoding and reconstructing color from responses in human visual cortex
    • Brouwer, G.J. & Heeger, D.J. (2009) Decoding and reconstructing color from responses in human visual cortex. J. Neurosci., 29, 13992-14003.
    • (2009) J. Neurosci. , vol.29 , pp. 13992-14003
    • Brouwer, G.J.1    Heeger, D.J.2
  • 10
    • 1242288384 scopus 로고    scopus 로고
    • The ventriloquist effect results from near-optimal bimodal integration
    • Burr, D. & Alais, D. (2004) The ventriloquist effect results from near-optimal bimodal integration. Curr. Biol., 14, 257-262.
    • (2004) Curr. Biol. , vol.14 , pp. 257-262
    • Burr, D.1    Alais, D.2
  • 11
    • 78449251520 scopus 로고    scopus 로고
    • Bayesian integration of visual and vestibular signals for heading
    • article 23
    • Butler, J.S., Smith, S.T., Campos, J.L. & Bulthoff, H.H. (2010) Bayesian integration of visual and vestibular signals for heading. J. Vis., 10, article 23.
    • (2010) J. Vis. , vol.10
    • Butler, J.S.1    Smith, S.T.2    Campos, J.L.3    Bulthoff, H.H.4
  • 12
    • 0005893703 scopus 로고
    • An empirical demonstration of risk-sensitive foraging preferences
    • Caraco, T., Martindale, S. & Whittam, T.S. (1980) An empirical demonstration of risk-sensitive foraging preferences. Anim. Behav., 28, 820-830.
    • (1980) Anim. Behav. , vol.28 , pp. 820-830
    • Caraco, T.1    Martindale, S.2    Whittam, T.S.3
  • 13
    • 70349869251 scopus 로고    scopus 로고
    • Neural correlates of value, risk, and risk aversion contributing to decision making under risk
    • Christopoulos, G.I., Tobler, P.N., Bossaerts, P., Dolan, R.J. & Schultz, W. (2009) Neural correlates of value, risk, and risk aversion contributing to decision making under risk. J. Neurosci., 29, 12574-12583.
    • (2009) J. Neurosci. , vol.29 , pp. 12574-12583
    • Christopoulos, G.I.1    Tobler, P.N.2    Bossaerts, P.3    Dolan, R.J.4    Schultz, W.5
  • 14
    • 0036517313 scopus 로고    scopus 로고
    • Control of goal-directed and stimulus-driven attention in the brain
    • Corbetta, M. & Shulman, G.L. (2002) Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci., 3, 201-215.
    • (2002) Nat. Rev. Neurosci. , vol.3 , pp. 201-215
    • Corbetta, M.1    Shulman, G.L.2
  • 15
    • 1542317583 scopus 로고    scopus 로고
    • Functional anatomy of the attentional modulation of time estimation
    • Coull, J.T., Vidal, F., Nazarian, B. & Macar, F. (2004) Functional anatomy of the attentional modulation of time estimation. Science, 303, 1506-1508.
    • (2004) Science , vol.303 , pp. 1506-1508
    • Coull, J.T.1    Vidal, F.2    Nazarian, B.3    Macar, F.4
  • 16
    • 0002282678 scopus 로고
    • Probability, frequency and reasonable expectation
    • Cox, R.T. (1946) Probability, frequency and reasonable expectation. Am. J. Phys., 14, 1-13.
    • (1946) Am. J. Phys. , vol.14 , pp. 1-13
    • Cox, R.T.1
  • 17
    • 33750717494 scopus 로고    scopus 로고
    • Orienting attention to semantic categories
    • Cristescu, T.C., Devlin, J.T. & Nobre, A.C. (2006) Orienting attention to semantic categories. Neuroimage, 33, 1178-1187.
    • (2006) Neuroimage , vol.33 , pp. 1178-1187
    • Cristescu, T.C.1    Devlin, J.T.2    Nobre, A.C.3
  • 19
    • 0033364004 scopus 로고    scopus 로고
    • A physiological correlate of the 'spotlight' of visual attention
    • DeYoe, E.A. & Brefczynski, J.A. (1999) A physiological correlate of the 'spotlight' of visual attention. Nat. Neurosci., 2, 370-374.
    • (1999) Nat. Neurosci. , vol.2 , pp. 370-374
    • DeYoe, E.A.1    Brefczynski, J.A.2
  • 20
    • 0003171807 scopus 로고
    • On the consistency of Bayes estimates
    • Diaconis, P. & Freedman, D. (1986) On the consistency of Bayes estimates. Ann. Stat., 14, 1-26.
    • (1986) Ann. Stat. , vol.14 , pp. 1-26
    • Diaconis, P.1    Freedman, D.2
  • 21
    • 0037165165 scopus 로고    scopus 로고
    • Humans integrate visual and haptic information in a statistically optimal fashion
    • Ernst, M.O. & Banks, M.S. (2002) Humans integrate visual and haptic information in a statistically optimal fashion. Nature, 415, 429-433.
    • (2002) Nature , vol.415 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 22
    • 70350458124 scopus 로고    scopus 로고
    • The influence of categories on perception: explaining the perceptual magnet effect as optimal statistical inference
    • Feldman, N.H., Griffiths, T.L. & Morgan, J.L. (2009) The influence of categories on perception: explaining the perceptual magnet effect as optimal statistical inference. Psychol. Rev., 116, 752-782.
    • (2009) Psychol. Rev. , vol.116 , pp. 752-782
    • Feldman, N.H.1    Griffiths, T.L.2    Morgan, J.L.3
  • 23
    • 34147179944 scopus 로고    scopus 로고
    • A neural circuit model of flexible sensorimotor mapping: learning and forgetting on multiple timescales
    • Fusi, S., Asaad, W.F., Miller, E.K. & Wang, X.J. (2007) A neural circuit model of flexible sensorimotor mapping: learning and forgetting on multiple timescales. Neuron, 54, 319-333.
    • (2007) Neuron , vol.54 , pp. 319-333
    • Fusi, S.1    Asaad, W.F.2    Miller, E.K.3    Wang, X.J.4
  • 24
    • 0001053807 scopus 로고    scopus 로고
    • Markov chain Monte Carlo for dynamic generalised linear models
    • Gamerman, D. (1998) Markov chain Monte Carlo for dynamic generalised linear models. Biometrika, 85, 215-227.
    • (1998) Biometrika , vol.85 , pp. 215-227
    • Gamerman, D.1
  • 25
    • 84859312916 scopus 로고    scopus 로고
    • Paper presented at the Proceedings of the 32nd Annual Conference of the Cognitive Science Society
    • Gershman, S., Cohen, J. & Niv, Y. (2010) Learning to Selectively Attend. Paper presented at the Proceedings of the 32nd Annual Conference of the Cognitive Science Society.
    • (2010) Learning to Selectively Attend
    • Gershman, S.1    Cohen, J.2    Niv, Y.3
  • 26
    • 0041402827 scopus 로고    scopus 로고
    • Neural mechanisms of top-down control during spatial and feature attention
    • Giesbrecht, B., Woldorff, M.G., Song, A.W. & Mangun, G.R. (2003) Neural mechanisms of top-down control during spatial and feature attention. Neuroimage, 19, 496-512.
    • (2003) Neuroimage , vol.19 , pp. 496-512
    • Giesbrecht, B.1    Woldorff, M.G.2    Song, A.W.3    Mangun, G.R.4
  • 28
    • 0034704894 scopus 로고    scopus 로고
    • Representation of a perceptual decision in developing oculomotor commands
    • Gold, J.I. & Shadlen, M.N. (2000) Representation of a perceptual decision in developing oculomotor commands. Nature, 404, 390-394.
    • (2000) Nature , vol.404 , pp. 390-394
    • Gold, J.I.1    Shadlen, M.N.2
  • 29
    • 0004272854 scopus 로고
    • Princeton University Press, Princeton
    • Gregory, R. 1966. Eye and Brain. Princeton University Press, Princeton.
    • (1966) Eye and Brain
    • Gregory, R.1
  • 30
    • 17844361888 scopus 로고    scopus 로고
    • Predicting the orientation of invisible stimuli from activity in human primary visual cortex
    • Haynes, J.D. & Rees, G. (2005) Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat. Neurosci., 8, 686-691.
    • (2005) Nat. Neurosci. , vol.8 , pp. 686-691
    • Haynes, J.D.1    Rees, G.2
  • 31
    • 0014920717 scopus 로고
    • Attached-shadow orientation perceived as depth by chickens reared in an environment illuminated from below
    • Hershber, W. (1970) Attached-shadow orientation perceived as depth by chickens reared in an environment illuminated from below. J. Comp. Physiol. Psychol., 73, 407-411.
    • (1970) J. Comp. Physiol. Psychol. , vol.73 , pp. 407-411
    • Hershber, W.1
  • 32
    • 28844452879 scopus 로고    scopus 로고
    • Neural systems responding to degrees of uncertainty in human decision-making
    • Hsu, M., Bhatt, M., Adolphs, R., Tranel, D. & Camerer, C.F. (2005) Neural systems responding to degrees of uncertainty in human decision-making. Science, 310, 1680-1683.
    • (2005) Science , vol.310 , pp. 1680-1683
    • Hsu, M.1    Bhatt, M.2    Adolphs, R.3    Tranel, D.4    Camerer, C.F.5
  • 33
    • 77955026569 scopus 로고    scopus 로고
    • Temporal context calibrates interval timing
    • Jazayeri, M. & Shadlen, M.N. (2010) Temporal context calibrates interval timing. Nat. Neurosci., 13, 1020-1026.
    • (2010) Nat. Neurosci. , vol.13 , pp. 1020-1026
    • Jazayeri, M.1    Shadlen, M.N.2
  • 34
    • 0000125532 scopus 로고
    • Prospect theory - analysis of decision under risk
    • Kahneman, D. & Tversky, A. (1979) Prospect theory - analysis of decision under risk. Econometrica, 47, 263-291.
    • (1979) Econometrica , vol.47 , pp. 263-291
    • Kahneman, D.1    Tversky, A.2
  • 35
    • 18244380302 scopus 로고    scopus 로고
    • An event-related functional magnetic resonance imaging study of voluntary and stimulus-driven orienting of attention
    • Kincade, J.M., Abrams, R.A., Astafiev, S.V., Shulman, G.L. & Corbetta, M. (2005) An event-related functional magnetic resonance imaging study of voluntary and stimulus-driven orienting of attention. J. Neurosci., 25, 4593-4604.
    • (2005) J. Neurosci. , vol.25 , pp. 4593-4604
    • Kincade, J.M.1    Abrams, R.A.2    Astafiev, S.V.3    Shulman, G.L.4    Corbetta, M.5
  • 36
    • 8444239052 scopus 로고    scopus 로고
    • The Bayesian brain: the role of uncertainty in neural coding and computation
    • Knill, D.C. & Pouget, A. (2004) The Bayesian brain: the role of uncertainty in neural coding and computation. Trends Neurosci., 27, 712-719.
    • (2004) Trends Neurosci. , vol.27 , pp. 712-719
    • Knill, D.C.1    Pouget, A.2
  • 37
    • 35548944543 scopus 로고    scopus 로고
    • Anterior prefrontal function and the limits of human decision-making
    • Koechlin, E. & Hyafil, A. (2007) Anterior prefrontal function and the limits of human decision-making. Science, 318, 594-598.
    • (2007) Science , vol.318 , pp. 594-598
    • Koechlin, E.1    Hyafil, A.2
  • 38
    • 34249684809 scopus 로고    scopus 로고
    • The dynamics of memory as a consequence of optimal adaptation to a changing body
    • Kording, K.P., Tenenbaum, J.B. & Shadmehr, R. (2007) The dynamics of memory as a consequence of optimal adaptation to a changing body. Nat. Neurosci., 10, 779-786.
    • (2007) Nat. Neurosci. , vol.10 , pp. 779-786
    • Kording, K.P.1    Tenenbaum, J.B.2    Shadmehr, R.3
  • 41
    • 33750437292 scopus 로고    scopus 로고
    • Bayesian inference with probabilistic population codes
    • Ma, W.J., Beck, J.M., Latham, P.E. & Pouget, A. (2006) Bayesian inference with probabilistic population codes. Nat. Neurosci., 9, 1432-1438.
    • (2006) Nat. Neurosci. , vol.9 , pp. 1432-1438
    • Ma, W.J.1    Beck, J.M.2    Latham, P.E.3    Pouget, A.4
  • 42
    • 52049084777 scopus 로고    scopus 로고
    • Spiking networks for Bayesian inference and choice
    • Ma, W.J., Beck, J.M. & Pouget, A. (2008) Spiking networks for Bayesian inference and choice. Curr. Opin. Neurobiol., 18, 217-222.
    • (2008) Curr. Opin. Neurobiol. , vol.18 , pp. 217-222
    • Ma, W.J.1    Beck, J.M.2    Pouget, A.3
  • 43
    • 0037829137 scopus 로고    scopus 로고
    • Human V5 demonstrated by magnetoencephalography using random dot kinematograms of different coherence levels
    • Nakamura, H., Kashii, S., Nagamine, T., Matsui, Y., Hashimoto, T., Honda, Y. & Shibasaki, H. (2003) Human V5 demonstrated by magnetoencephalography using random dot kinematograms of different coherence levels. Neurosci. Res., 46, 423-433.
    • (2003) Neurosci. Res. , vol.46 , pp. 423-433
    • Nakamura, H.1    Kashii, S.2    Nagamine, T.3    Matsui, Y.4    Hashimoto, T.5    Honda, Y.6    Shibasaki, H.7
  • 44
    • 0026482814 scopus 로고
    • The analysis of visual-motion - a comparison of neuronal and psychophysical performance
    • Newsome, W.T., Britten, K.H., Shadlen, M.N. & Movshon, J.A. (1992) The analysis of visual-motion - a comparison of neuronal and psychophysical performance. J. Neurosci., 12, 4745-4765.
    • (1992) J. Neurosci. , vol.12 , pp. 4745-4765
    • Newsome, W.T.1    Britten, K.H.2    Shadlen, M.N.3    Movshon, J.A.4
  • 45
    • 0034805041 scopus 로고    scopus 로고
    • The attentive homunculus: now you see it, now you don't
    • Nobre, A.C. (2001) The attentive homunculus: now you see it, now you don't. Neurosci. Biobehav. Rev., 25, 477-496.
    • (2001) Neurosci. Biobehav. Rev. , vol.25 , pp. 477-496
    • Nobre, A.C.1
  • 46
    • 78449283662 scopus 로고    scopus 로고
    • Coding of reward risk by orbitofrontal neurons is mostly distinct from coding of reward value
    • O'Neill, M. & Schultz, W. (2010) Coding of reward risk by orbitofrontal neurons is mostly distinct from coding of reward value. Neuron, 68, 789-800.
    • (2010) Neuron , vol.68 , pp. 789-800
    • O'Neill, M.1    Schultz, W.2
  • 47
    • 27244459721 scopus 로고    scopus 로고
    • The effect of stimulus strength on the speed and accuracy of a perceptual decision
    • Palmer, J., Huk, A.C. & Shadlen, M.N. (2005) The effect of stimulus strength on the speed and accuracy of a perceptual decision. J. Vis., 5, 376-404.
    • (2005) J. Vis. , vol.5 , pp. 376-404
    • Palmer, J.1    Huk, A.C.2    Shadlen, M.N.3
  • 49
    • 33750437292 scopus 로고    scopus 로고
    • Bayesian inference with probabilistic population codes
    • Pouget, A., Ma, W.J., Beck, J.M. & Latham, P.E. (2006) Bayesian inference with probabilistic population codes. Nat. Neurosci., 9, 1432-1438.
    • (2006) Nat. Neurosci. , vol.9 , pp. 1432-1438
    • Pouget, A.1    Ma, W.J.2    Beck, J.M.3    Latham, P.E.4
  • 50
    • 0037057755 scopus 로고    scopus 로고
    • Getting formal with dopamine and reward
    • Schultz, W. (2002) Getting formal with dopamine and reward. Neuron, 36, 241-263.
    • (2002) Neuron , vol.36 , pp. 241-263
    • Schultz, W.1
  • 51
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate of prediction and reward
    • Schultz, W., Dayan, P. & Montague, P.R. (1997) A neural substrate of prediction and reward. Science, 275, 1593-1599.
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 52
    • 0343869151 scopus 로고
    • Cultural differences in the perception of geometric illusions
    • Segall, M.H., Campbell, D.T. & Herskovits, M.J. (1963) Cultural differences in the perception of geometric illusions. Science, 139, 769-771.
    • (1963) Science , vol.139 , pp. 769-771
    • Segall, M.H.1    Campbell, D.T.2    Herskovits, M.J.3
  • 54
    • 80051867776 scopus 로고    scopus 로고
    • Perceptual classification in a rapidly changing environment
    • Summerfield, C., Behrens, T.E. & Koechlin, E. (2011) Perceptual classification in a rapidly changing environment. Neuron, 71, 725-736.
    • (2011) Neuron , vol.71 , pp. 725-736
    • Summerfield, C.1    Behrens, T.E.2    Koechlin, E.3
  • 56
    • 31744450082 scopus 로고
    • Advances in prospect-theory - cumulative representation of uncertainty
    • Tversky, A. & Kahneman, D. (1992) Advances in prospect-theory - cumulative representation of uncertainty. J. Risk Uncertain., 5, 297-323.
    • (1992) J. Risk Uncertain. , vol.5 , pp. 297-323
    • Tversky, A.1    Kahneman, D.2
  • 57
    • 79952006391 scopus 로고    scopus 로고
    • A reservoir of time constants for memory traces in cortical neurons
    • Wang, X.J., Bernacchia, A., Seo, H. & Lee, D. (2011) A reservoir of time constants for memory traces in cortical neurons. Nat. Neurosci., 14, 366-372.
    • (2011) Nat. Neurosci. , vol.14 , pp. 366-372
    • Wang, X.J.1    Bernacchia, A.2    Seo, H.3    Lee, D.4
  • 58
    • 84863393754 scopus 로고    scopus 로고
    • Inferring relevance in a changing world
    • doi:
    • Wilson, R.C. & Niv, Y. (2012) Inferring relevance in a changing world. Front. Hum. Neurosci., 5, 189. doi:
    • (2012) Front. Hum. Neurosci. , vol.5 , pp. 189
    • Wilson, R.C.1    Niv, Y.2
  • 59
    • 80052561940 scopus 로고    scopus 로고
    • The human prefrontal cortex mediates integration of potential causes behind observed outcomes
    • Wunderlich, K., Beierholm, U.R., Bossaerts, P. & O'Doherty, J.P. (2011) The human prefrontal cortex mediates integration of potential causes behind observed outcomes. J. Neurophysiol., 106, 1558-1569.
    • (2011) J. Neurophysiol. , vol.106 , pp. 1558-1569
    • Wunderlich, K.1    Beierholm, U.R.2    Bossaerts, P.3    O'Doherty, J.P.4
  • 60
    • 34347347169 scopus 로고    scopus 로고
    • Probabilistic reasoning by neurons
    • Yang, T. & Shadlen, M.N. (2007) Probabilistic reasoning by neurons. Nature, 447, 1075-1080.
    • (2007) Nature , vol.447 , pp. 1075-1080
    • Yang, T.1    Shadlen, M.N.2
  • 61
    • 20444388016 scopus 로고    scopus 로고
    • Uncertainty, neuromodulation, and attention
    • Yu, A.J. & Dayan, P. (2005) Uncertainty, neuromodulation, and attention. Neuron, 46, 681-692.
    • (2005) Neuron , vol.46 , pp. 681-692
    • Yu, A.J.1    Dayan, P.2
  • 62
    • 79959299459 scopus 로고    scopus 로고
    • Feature-based attention in the frontal eye field and area V4 during visual search
    • Zhou, H. & Desimone, R. (2011) Feature-based attention in the frontal eye field and area V4 during visual search. Neuron, 70, 1205-1217.
    • (2011) Neuron , vol.70 , pp. 1205-1217
    • Zhou, H.1    Desimone, R.2


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