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Volumn 36, Issue 2, 2012, Pages 305-332

A Rational Analysis of the Acquisition of Multisensory Representations

Author keywords

Bayesian modeling; Learning; Multisensory perception; Rational analysis

Indexed keywords

ARTICLE; AUDITORY STIMULATION; BAYES THEOREM; HEARING; HUMAN; LEARNING; PHOTOSTIMULATION; PSYCHOLOGICAL MODEL; VISION;

EID: 84857965362     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1551-6709.2011.01216.x     Document Type: Article
Times cited : (25)

References (69)
  • 3
    • 1242288384 scopus 로고    scopus 로고
    • The ventriloquist effect results from near-optimal bimodal integration
    • Alais, D., & Burr, D. (2004). The ventriloquist effect results from near-optimal bimodal integration. Current Biology, 14, 257-262.
    • (2004) Current Biology , vol.14 , pp. 257-262
    • Alais, D.1    Burr, D.2
  • 4
    • 77952008842 scopus 로고    scopus 로고
    • Multisensory processing in review: From physiology to behavior
    • Alais, D., Newell, F. N., & Mamassian, P. (2010). Multisensory processing in review: From physiology to behavior. Seeing and Perceiving, 23, 3-38.
    • (2010) Seeing and Perceiving , vol.23 , pp. 3-38
    • Alais, D.1    Newell, F.N.2    Mamassian, P.3
  • 5
    • 55549147892 scopus 로고    scopus 로고
    • A neural network model of multisensory integration also accounts for unisensory integration in superior colliculus
    • Alvarado, J. C., Rowland, B. A., Stanford, T. R., & Stein, B. E. (2008). A neural network model of multisensory integration also accounts for unisensory integration in superior colliculus. Brain Research, 1242, 13-23.
    • (2008) Brain Research , vol.1242 , pp. 13-23
    • Alvarado, J.C.1    Rowland, B.A.2    Stanford, T.R.3    Stein, B.E.4
  • 6
    • 0035126168 scopus 로고    scopus 로고
    • Visuo-haptic object-related activation in the ventral visual pathway
    • Amedi, A., Malach, R., Hendler, T., Peled, S., & Zohary, E. (2001). Visuo-haptic object-related activation in the ventral visual pathway. Nature Neuroscience, 4, 324-330.
    • (2001) Nature Neuroscience , vol.4 , pp. 324-330
    • Amedi, A.1    Malach, R.2    Hendler, T.3    Peled, S.4    Zohary, E.5
  • 7
    • 0034182895 scopus 로고    scopus 로고
    • Using Bayes' rule to model multisensory enhancement in the superior colliculus
    • Anastasio, T. J., Patton, P. E., & Belkacem-Boussaid, K. (2000). Using Bayes' rule to model multisensory enhancement in the superior colliculus. Neural Computation, 12, 1165-1187.
    • (2000) Neural Computation , vol.12 , pp. 1165-1187
    • Anastasio, T.J.1    Patton, P.E.2    Belkacem-Boussaid, K.3
  • 9
    • 84858761439 scopus 로고    scopus 로고
    • Analyzing human feature learning as nonparametric Bayesian inference
    • D. Koller, Y. Bengio, D. Schuurmans, & L. Bottou (Eds.), Cambridge, MA: MIT Press
    • Austerweil, J. L., & Griffiths, T. L. (2009). Analyzing human feature learning as nonparametric Bayesian inference. In D. Koller, Y. Bengio, D. Schuurmans, & L. Bottou (Eds.), Advances in neural information processing systems 21. Cambridge, MA: MIT Press.
    • (2009) Advances in neural information processing systems 21
    • Austerweil, J.L.1    Griffiths, T.L.2
  • 10
    • 0002014402 scopus 로고
    • Possible principles underlying the transformation of sensory messages
    • W. Rosenblith (Ed.)Cambridge, MA: MIT Press
    • Barlow, H. B. (1961). Possible principles underlying the transformation of sensory messages. In W. Rosenblith (Ed.), Sensory communication (pp. 217-234). Cambridge, MA: MIT Press.
    • (1961) Sensory communication , pp. 217-234
    • Barlow, H.B.1
  • 12
    • 76849117578 scopus 로고    scopus 로고
    • The nested Chinese restaurant process and Bayesian inference of topic hierarchies
    • Blei, D. M., Griffiths, T. L., & Jordan, M. I. (2010). The nested Chinese restaurant process and Bayesian inference of topic hierarchies. Journal of the ACM, 57, 1-30.
    • (2010) Journal of the ACM , vol.57 , pp. 1-30
    • Blei, D.M.1    Griffiths, T.L.2    Jordan, M.I.3
  • 14
    • 0033052444 scopus 로고    scopus 로고
    • Ten years of the rational analysis of cognition
    • Chater, N., & Oaksford, M. (1999). Ten years of the rational analysis of cognition. Trends in Cognitive Sciences, 3, 57-65.
    • (1999) Trends in Cognitive Sciences , vol.3 , pp. 57-65
    • Chater, N.1    Oaksford, M.2
  • 17
    • 33845439323 scopus 로고    scopus 로고
    • Multimodal similarity and categorization of novel, three-dimensional objects
    • Cooke, T., Jäkel, F., Wallraven, C., & Bülthoff, H. H. (2007). Multimodal similarity and categorization of novel, three-dimensional objects. Neuropsychologia, 45, 484-495.
    • (2007) Neuropsychologia , vol.45 , pp. 484-495
    • Cooke, T.1    Jäkel, F.2    Wallraven, C.3    Bülthoff, H.H.4
  • 18
    • 80053942045 scopus 로고    scopus 로고
    • An infinite factor model hierarchy via a noisy-or mechanism
    • Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, & A. Culotta (Eds.)
    • Courville, A., Eck, D., & Bengio, Y. (2009). An infinite factor model hierarchy via a noisy-or mechanism. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, & A. Culotta (Eds.), Advances in neural information processing systems 22 (pp. 405-413).
    • (2009) Advances in neural information processing systems 22 , pp. 405-413
    • Courville, A.1    Eck, D.2    Bengio, Y.3
  • 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
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Annals of Statistics, 1, 209-230.
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 23
    • 77952595023 scopus 로고    scopus 로고
    • Visual-vestibular cue integration for heading perception: Applications of optimal cue integration theory
    • Fetsch, C. R., DeAngelis, G. C., & Angelaki, D. E. (2010). Visual-vestibular cue integration for heading perception: Applications of optimal cue integration theory. European Journal of Neuroscience, 31, 1721-1729.
    • (2010) European Journal of Neuroscience , vol.31 , pp. 1721-1729
    • Fetsch, C.R.1    DeAngelis, G.C.2    Angelaki, D.E.3
  • 24
    • 3843120607 scopus 로고    scopus 로고
    • Ideal observer analysis
    • L. M. Chalupa & J. S. Werner (Eds.)Cambridge, MA: MIT Press
    • Geisler, W. S. (2004). Ideal observer analysis. In L. M. Chalupa & J. S. Werner (Eds.), The visual neurosciences (pp. 825-837). Cambridge, MA: MIT Press.
    • (2004) The visual neurosciences , pp. 825-837
    • Geisler, W.S.1
  • 25
    • 0034040864 scopus 로고    scopus 로고
    • The perception of emotions by ear and by eye
    • de Gelder, B., & Vroomen, J. (2000). The perception of emotions by ear and by eye. Cognition and Emotion, 14, 289-311.
    • (2000) Cognition and Emotion , vol.14 , pp. 289-311
    • de Gelder, B.1    Vroomen, J.2
  • 26
    • 0141644327 scopus 로고    scopus 로고
    • Multisensory integration, perception, and ecological validity
    • de Gelder, B., & Vroomen, J. (2003). Multisensory integration, perception, and ecological validity. Trends in Cognitive Sciences, 7, 460-466.
    • (2003) Trends in Cognitive Sciences , vol.7 , pp. 460-466
    • de Gelder, B.1    Vroomen, J.2
  • 28
    • 0037452995 scopus 로고    scopus 로고
    • Viewing geometry determines how vision and touch combine in size perception
    • Gepshtein, S., & Banks, M. S. (2003). Viewing geometry determines how vision and touch combine in size perception. Current Biology, 13, 483-488.
    • (2003) Current Biology , vol.13 , pp. 483-488
    • Gepshtein, S.1    Banks, M.S.2
  • 31
    • 0035531242 scopus 로고    scopus 로고
    • Modeling heterogeneity with and without the Dirichlet process
    • Green, P., & Richardson, S. (2001). Modeling heterogeneity with and without the Dirichlet process. Scandinavian Journal of Statistics, 28, 355-377.
    • (2001) Scandinavian Journal of Statistics , vol.28 , pp. 355-377
    • Green, P.1    Richardson, S.2
  • 33
    • 84857979707 scopus 로고    scopus 로고
    • Infinite latent feature models and the Indian buffet process. Gatsby Unit Technical Report GCNU-TR-2005-001
    • Griffiths, T. L., & Ghahramani, Z. (2005). Infinite latent feature models and the Indian buffet process. Gatsby Unit Technical Report GCNU-TR-2005-001.
    • (2005)
    • Griffiths, T.L.1    Ghahramani, Z.2
  • 34
    • 84864043341 scopus 로고    scopus 로고
    • Infinite latent feature models and the Indian buffet process
    • B. Schölkopf, J. Platt, & T. Hofmann (Eds.), Cambridge, MA: MIT Press
    • Griffiths, T. L., & Ghahramani, Z. (2006). Infinite latent feature models and the Indian buffet process. In B. Schölkopf, J. Platt, & T. Hofmann (Eds.), Advances in neural information processing systems 18. Cambridge, MA: MIT Press.
    • (2006) Advances in neural information processing systems 18
    • Griffiths, T.L.1    Ghahramani, Z.2
  • 36
    • 84857935540 scopus 로고    scopus 로고
    • Audio-vision: Locating sounds via audio-visual synchrony
    • Los Angeles, CA: California Institute of Technology
    • Hershey, J., & Movellan, J. R. (1999). Audio-vision: Locating sounds via audio-visual synchrony. In Proceedings of the 6th symposium on neural computation (pp. 57-63). Los Angeles, CA: California Institute of Technology.
    • (1999) Proceedings of the 6th symposium on neural computation , pp. 57-63
    • Hershey, J.1    Movellan, J.R.2
  • 39
    • 67349211527 scopus 로고    scopus 로고
    • Motion aftereffects transfer between touch and vision
    • Konkle, T., Wang, Q., Hayward, V., & Moore, C. I. (2009). Motion aftereffects transfer between touch and vision. Current Biology, 19, 745-750.
    • (2009) Current Biology , vol.19 , pp. 745-750
    • Konkle, T.1    Wang, Q.2    Hayward, V.3    Moore, C.I.4
  • 40
    • 33750275062 scopus 로고    scopus 로고
    • Implicit multisensory associations influence voice recognition
    • von Kriegstein, K., & Giraud, A.-L. (2006). Implicit multisensory associations influence voice recognition. PLoS Biology, 4, e326.
    • (2006) PLoS Biology , vol.4
    • von Kriegstein, K.1    Giraud, A.-L.2
  • 41
    • 38349013681 scopus 로고    scopus 로고
    • Vision and touch: Multiple or multisensory representations of objects
    • Lacey, S., Campbell, C., & Sathian, K. (2007). Vision and touch: Multiple or multisensory representations of objects? Perception, 36, 1513-1521.
    • (2007) Perception , vol.36 , pp. 1513-1521
    • Lacey, S.1    Campbell, C.2    Sathian, K.3
  • 42
    • 77952617665 scopus 로고    scopus 로고
    • Are surface properties integrated into visuohaptic object representations
    • Lacey, S., Hall, J., & Sathian, K. (2010). Are surface properties integrated into visuohaptic object representations? European Journal of Neuroscience, 31, 1882-1888.
    • (2010) European Journal of Neuroscience , vol.31 , pp. 1882-1888
    • Lacey, S.1    Hall, J.2    Sathian, K.3
  • 43
    • 0028942110 scopus 로고
    • Measurement and modeling of depth cue combination: In defense of weak fusion
    • Landy, M. S., Maloney, L. T., Johnston, E. B., & Young, M. J. (1995). Measurement and modeling of depth cue combination: In defense of weak fusion. Vision Research, 35, 389-412.
    • (1995) Vision Research , vol.35 , pp. 389-412
    • Landy, M.S.1    Maloney, L.T.2    Johnston, E.B.3    Young, M.J.4
  • 44
    • 21544456959 scopus 로고    scopus 로고
    • The role of multisensory memories in unisensory object discrimination
    • Lehmann, S., & Murray, M. M. (2005). The role of multisensory memories in unisensory object discrimination. Cognitive Brain Research, 24, 326-334.
    • (2005) Cognitive Brain Research , vol.24 , pp. 326-334
    • Lehmann, S.1    Murray, M.M.2
  • 45
    • 0003834557 scopus 로고
    • New York: Freeman
    • Marr, D. (1982). Vision. New York: Freeman.
    • (1982) Vision
    • Marr, D.1
  • 48
    • 0000886386 scopus 로고
    • Visual speech recognition with stochastic networks
    • G. Tesauro, D. Toruetzky, & T. Leen (Eds.), Cambridge, MA: MIT Press
    • Movellan J. R. (1995). Visual speech recognition with stochastic networks. In G. Tesauro, D. Toruetzky, & T. Leen (Eds.), Advances in neural information processing systems 7. Cambridge, MA: MIT Press.
    • (1995) Advances in neural information processing systems 7
    • Movellan, J.R.1
  • 49
    • 55749098088 scopus 로고    scopus 로고
    • Latent features in similarity judgments: A nonparametric Bayesian approach
    • Navarro, D. J., & Griffiths, T. L. (2008). Latent features in similarity judgments: A nonparametric Bayesian approach. Neural Computation, 20, 2597-2628.
    • (2008) Neural Computation , vol.20 , pp. 2597-2628
    • Navarro, D.J.1    Griffiths, T.L.2
  • 51
    • 77950032550 scopus 로고    scopus 로고
    • Markov chain sampling methods for Dirichlet process mixture models
    • Neal, R. M. (2000). Markov chain sampling methods for Dirichlet process mixture models. Journal of Computational and Graphical Statistics, 9, 249-265.
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , pp. 249-265
    • Neal, R.M.1
  • 55
    • 0036716263 scopus 로고    scopus 로고
    • A computational perspective on the neural basis of multisensory spatial representations
    • Pouget, A., Deneve, S., & Duhamel, J. R. (2002). A computational perspective on the neural basis of multisensory spatial representations. Nature Review Neuroscience, 3, 741-747.
    • (2002) Nature Review Neuroscience , vol.3 , pp. 741-747
    • Pouget, A.1    Deneve, S.2    Duhamel, J.R.3
  • 56
    • 68149179646 scopus 로고    scopus 로고
    • Explicit encoding of multimodal percepts by single neurons in the human brain
    • Quiroga, R. Q., Kraskov, A., Koch, C., & Fried, I. (2009). Explicit encoding of multimodal percepts by single neurons in the human brain. Current Biology, 19, 1308-1313.
    • (2009) Current Biology , vol.19 , pp. 1308-1313
    • Quiroga, R.Q.1    Kraskov, A.2    Koch, C.3    Fried, I.4
  • 57
    • 79955803023 scopus 로고    scopus 로고
    • The infinite Gaussian mixture model
    • S. A. Solla, T. K. Leen, & Müller, K.-R. (Eds.)Cambridge, MA: MIT Press
    • Rasmussen, C. E. (2000). The infinite Gaussian mixture model. In S. A. Solla, T. K. Leen, & Müller, K.-R. (Eds.), Advances in neural information processing systems 12 (pp. 554-560). Cambridge, MA: MIT Press.
    • (2000) Advances in neural information processing systems 12 , pp. 554-560
    • Rasmussen, C.E.1
  • 60
    • 33746004920 scopus 로고    scopus 로고
    • Sound facilitates visual learning
    • Seitz, A. R., Kim, R., & Shams, L. (2006). Sound facilitates visual learning. Current Biology, 16, 1422-1427.
    • (2006) Current Biology , vol.16 , pp. 1422-1427
    • Seitz, A.R.1    Kim, R.2    Shams, L.3
  • 62
    • 0001869276 scopus 로고
    • Additive clustering: Representation of similarities as combinations of discrete overlapping properties
    • Shepard, R. N., & Arabie, P. (1979). Additive clustering: Representation of similarities as combinations of discrete overlapping properties. Psychological Review, 86, 87-123.
    • (1979) Psychological Review , vol.86 , pp. 87-123
    • Shepard, R.N.1    Arabie, P.2
  • 63
    • 21844456278 scopus 로고    scopus 로고
    • Functionally segregated neural substrates for arbitrary audiovisual paired-association learning
    • Tanabe, H. C., Honda, M., & Sadato, N. (2005). Functionally segregated neural substrates for arbitrary audiovisual paired-association learning. Journal of Neuroscience, 25, 6409-6418.
    • (2005) Journal of Neuroscience , vol.25 , pp. 6409-6418
    • Tanabe, H.C.1    Honda, M.2    Sadato, N.3
  • 64
    • 4344685154 scopus 로고    scopus 로고
    • Optimality principles in sensorimotor control
    • Todorov, E. (2004). Optimality principles in sensorimotor control. Nature Neuroscience, 7, 907-915.
    • (2004) Nature Neuroscience , vol.7 , pp. 907-915
    • Todorov, E.1
  • 65
    • 0035890077 scopus 로고    scopus 로고
    • Sensory and multisensory responses in the newborn monkey superior colliculus
    • Wallace, M. T., & Stein, B. E. (2001). Sensory and multisensory responses in the newborn monkey superior colliculus. Journal of Neuroscience, 21, 8886-8894.
    • (2001) Journal of Neuroscience , vol.21 , pp. 8886-8894
    • Wallace, M.T.1    Stein, B.E.2
  • 67
    • 41349086419 scopus 로고    scopus 로고
    • Human trimodal perception follows optimal statistical inference
    • 1-11
    • Wozny, D. R., Beierholm, U. R., & Shams, L. (2008). Human trimodal perception follows optimal statistical inference. Journal of Vision, 8(3), 1-11.
    • (2008) Journal of Vision , vol.8 , Issue.3
    • Wozny, D.R.1    Beierholm, U.R.2    Shams, L.3
  • 68
    • 0033533850 scopus 로고    scopus 로고
    • Involvement of visual cortex in tactile discrimination of orientation
    • Zangaladze, A., Epstein, C. M., Grafton, S. T., & Sathian, K. (1999). Involvement of visual cortex in tactile discrimination of orientation. Nature, 401, 587-590.
    • (1999) Nature , vol.401 , pp. 587-590
    • Zangaladze, A.1    Epstein, C.M.2    Grafton, S.T.3    Sathian, K.4


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