메뉴 건너뛰기




Volumn 25, Issue 11, 2013, Pages 2904-2933

Attention as reward-driven optimization of sensory processing

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; ATTENTION; BIOLOGICAL MODEL; BRAIN; HAPLORHINI; HUMAN; PHYSIOLOGY; REWARD; VISION;

EID: 84887330820     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00494     Document Type: Article
Times cited : (3)

References (45)
  • 1
    • 85161971766 scopus 로고    scopus 로고
    • On sparsity and overcompleteness in image models
    • In J. C. Platt, D. Koller, Y. Singer, & S. Roweis (Eds.), Cambridge, MA: MIT Press
    • Berkes, P., Turner, R., & Sahani, M. (2008). On sparsity and overcompleteness in image models. In J. C. Platt, D. Koller, Y. Singer, & S. Roweis (Eds.), Advances in neural information processing systems, 22. Cambridge, MA: MIT Press.
    • (2008) Advances in neural information processing systems , pp. 22
    • Berkes, P.1    Turner, R.2    Sahani, M.3
  • 2
    • 79952639277 scopus 로고    scopus 로고
    • Rapidly learned stimulus expectations alter perception of motion
    • Chalk, M., Seitz, A. R., & Seriès, P. (2010). Rapidly learned stimulus expectations alter perception of motion. Journal of Vision, 10(8), 2.
    • (2010) Journal of Vision , vol.10 , Issue.8 , pp. 2
    • Chalk, M.1    Seitz, A.R.2    Seriès, P.3
  • 3
    • 77957749371 scopus 로고    scopus 로고
    • What and where: A Bayesian inference theory of attention
    • Chikkerur, S., Serre, T., Tan, C., & Poggio, T. (2010). What and where: A Bayesian inference theory of attention. Vision Research, 50(22), 2233-2247.
    • (2010) Vision Research , vol.50 , Issue.22 , pp. 2233-2247
    • Chikkerur, S.1    Serre, T.2    Tan, C.3    Poggio, T.4
  • 5
    • 77957753248 scopus 로고    scopus 로고
    • Selective Bayes: Attentional load and crowding
    • Dayan, P., & Solomon, J. A. (2010). Selective Bayes: Attentional load and crowding. Vision Research, 50(22), 2248-2260.
    • (2010) Vision Research , vol.50 , Issue.22 , pp. 2248-2260
    • Dayan, P.1    Solomon, J.A.2
  • 6
    • 0033344095 scopus 로고    scopus 로고
    • Statistical models and sensory attention
    • In Proceedings of the International Conference on Artificial Neural Networks, Piscataway, NJ: IEEE
    • Dayan, P., & Zemel, R. S. (1999). Statistical models and sensory attention. In Proceedings of the International Conference on Artificial Neural Networks (Vol. 2, pp. 1017-1022). Piscataway, NJ: IEEE.
    • (1999) , vol.2 , pp. 1017-1022
    • Dayan, P.1    Zemel, R.S.2
  • 7
    • 37749042762 scopus 로고    scopus 로고
    • Bayesian spiking neurons I: Inference
    • Deneve, S. (2008). Bayesian spiking neurons I: Inference. Neural Computation, 20(1), 91-117.
    • (2008) Neural Computation , vol.20 , Issue.1 , pp. 91-117
    • Deneve, S.1
  • 9
    • 26044471722 scopus 로고    scopus 로고
    • Perceptual learning through optimization of attentional weighting: Human versus optimal Bayesian learner
    • Eckstein, M. P., Abbey, C. K., Pham, B. T., & Shimozaki, S. S. (2004). Perceptual learning through optimization of attentional weighting: Human versus optimal Bayesian learner. Journal of Vision, 4(12), 1006-1019.
    • (2004) Journal of Vision , vol.4 , Issue.12 , pp. 1006-1019
    • Eckstein, M.P.1    Abbey, C.K.2    Pham, B.T.3    Shimozaki, S.S.4
  • 10
    • 20544448283 scopus 로고    scopus 로고
    • Perceptual learning: Specificity versus generalization
    • Fahle, M. (2005). Perceptual learning: Specificity versus generalization. Current Opinion in Neurobiology, 15(2), 154-160.
    • (2005) Current Opinion in Neurobiology , vol.15 , Issue.2 , pp. 154-160
    • Fahle, M.1
  • 11
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27, 861-874.
    • (2006) Pattern Recognition Letters , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 12
    • 76749113376 scopus 로고    scopus 로고
    • Statistically optimal perception and learning: Frombehavior to neural representations
    • Fiser, J., Berkes, P., Orbán, G., & Lengyel, M. (2010). Statistically optimal perception and learning: Frombehavior to neural representations. Trends in Cognitive Sciences, 14(3), 119-130.
    • (2010) Trends in Cognitive Sciences , vol.14 , Issue.3 , pp. 119-130
    • Fiser, J.1    Berkes, P.2    Orbán, G.3    Lengyel, M.4
  • 13
    • 65949094342 scopus 로고    scopus 로고
    • Attentional modulation of visual responses by flexible input gain
    • Ghose, G. M. (2009). Attentional modulation of visual responses by flexible input gain. Journal of Neurophysiology, 101(4), 2089-2106.
    • (2009) Journal of Neurophysiology , vol.101 , Issue.4 , pp. 2089-2106
    • Ghose, G.M.1
  • 14
    • 79957657604 scopus 로고    scopus 로고
    • Statistical models of natural images and cortical visual representation
    • Hyvärinen, A. (2010). Statistical models of natural images and cortical visual representation. Topics in Cognitive Science, 2(2), 251-264.
    • (2010) Topics in Cognitive Science , vol.2 , Issue.2 , pp. 251-264
    • Hyvärinen, A.1
  • 15
    • 34648828381 scopus 로고    scopus 로고
    • Integration of sensory evidence inmotion discrimination
    • Jazayeri, M. (2007). Integration of sensory evidence inmotion discrimination. Journal of Vision, 7(12), 1-7.
    • (2007) Journal of Vision , vol.7 , Issue.12 , pp. 1-7
    • Jazayeri, M.1
  • 17
    • 0347517574 scopus 로고    scopus 로고
    • Learning higher-order structures in natural images
    • Karklin, Y., & Lewicki, M. S. (2003). Learning higher-order structures in natural images. Network (Bristol, England), 14(3), 483-499.
    • (2003) Network (Bristol, England) , vol.14 , Issue.3 , pp. 483-499
    • Karklin, Y.1    Lewicki, M.S.2
  • 18
    • 85022057914 scopus 로고    scopus 로고
    • A normalizationmodel of attentional modulation of single unit responses
    • Lee, J., & Maunsell, J. H. R. (2009). A normalizationmodel of attentional modulation of single unit responses. PloS One, 4(2), e4651.
    • (2009) PloS One , vol.4 , Issue.2
    • Lee, J.1    Maunsell, J.H.R.2
  • 19
    • 67651028080 scopus 로고    scopus 로고
    • Dynamical analysis of Bayesian inferencemodels for the Eriksen task
    • Liu, Y., Yu, A., & Holmes, P. (2009). Dynamical analysis of Bayesian inferencemodels for the Eriksen task. Neural Computation, 21, 1520-1553.
    • (2009) Neural Computation , vol.21 , pp. 1520-1553
    • Liu, Y.1    Yu, A.2    Holmes, P.3
  • 20
    • 0031018033 scopus 로고    scopus 로고
    • Neural mechanisms of spatial selective attention in areas V1, V2, and V4 of macaque visual cortex
    • Luck, S. J., Chelazzi, L., Hillyard, S. A., & Desimone, R. (1997). Neural mechanisms of spatial selective attention in areas V1, V2, and V4 of macaque visual cortex. Journal of Neurophysiology, 77, 24-42.
    • (1997) Journal of Neurophysiology , vol.77 , pp. 24-42
    • Luck, S.J.1    Chelazzi, L.2    Hillyard, S.A.3    Desimone, R.4
  • 21
    • 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. Nature Neuroscience, 9(11), 1432-1438.
    • (2006) Nature Neuroscience , vol.9 , Issue.11 , pp. 1432-1438
    • Ma, W.J.1    Beck, J.M.2    Latham, P.E.3    Pouget, A.4
  • 22
    • 2342569049 scopus 로고    scopus 로고
    • Feature-based attention increases the selectivity of population responses in primate visual cortex
    • Martinez-Trujillo, J., & Treue, S. (2004). Feature-based attention increases the selectivity of population responses in primate visual cortex. Current Biology, 14, 744-751.
    • (2004) Current Biology , vol.14 , pp. 744-751
    • Martinez-Trujillo, J.1    Treue, S.2
  • 23
    • 0032953456 scopus 로고    scopus 로고
    • Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4
    • McAdams, C. J.,&Maunsell, J. H. R. (1999). Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. Journal of Neuroscience, 19(1), 431-441.
    • (1999) Journal of Neuroscience , vol.19 , Issue.1 , pp. 431-441
    • McAdams, C.J.1    Maunsell, J.H.R.2
  • 24
    • 0021887933 scopus 로고
    • Selective attention gates visual processing in the extrastriate cortex
    • Moran, J., & Desimone, R. (1985). Selective attention gates visual processing in the extrastriate cortex. Science, 229(4715), 782-784.
    • (1985) Science , vol.229 , Issue.4715 , pp. 782-784
    • Moran, J.1    Desimone, R.2
  • 25
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen, B. A., & Field, D. J. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381(6583), 607-609.
    • (1996) Nature , vol.381 , Issue.6583 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 26
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • Olshausen, B. A., & Field, D. J. (1997). Sparse coding with an overcomplete basis set: A strategy employed by V1? Vision Research, 37(23), 3311-3325.
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 27
    • 13244267901 scopus 로고    scopus 로고
    • Attention enhances contrast sensitivity at cued and impairs it at uncued locations
    • Pestilli, F., & Carrasco, M. (2005). Attention enhances contrast sensitivity at cued and impairs it at uncued locations. Vision Research, 45(14), 1867-1875.
    • (2005) Vision Research , vol.45 , Issue.14 , pp. 1867-1875
    • Pestilli, F.1    Carrasco, M.2
  • 29
    • 85162025802 scopus 로고    scopus 로고
    • The maximal causes of natural scenes are edge filters
    • In J. Lafferty, C.K.I. Williams, J. Shawe-Taylor, R. S. Zemel, & A. Culotta (Eds.), Red Hook, NY: Curran
    • Puertas, G., Bornschein, J., & Lücke, J. (2010). The maximal causes of natural scenes are edge filters. In J. Lafferty, C.K.I. Williams, J. Shawe-Taylor, R. S. Zemel, & A. Culotta (Eds.), Advances in neural information processing, 23 (pp. 1939-1947). Red Hook, NY: Curran.
    • (2010) Advances in neural information processing , vol.23 , pp. 1939-1947
    • Puertas, G.1    Bornschein, J.2    Lücke, J.3
  • 30
    • 27544474179 scopus 로고    scopus 로고
    • Bayesian inference and attentional modulation in the visual cortex
    • Rao, R.P.N. (2005). Bayesian inference and attentional modulation in the visual cortex. NeuroReport, 16(16), 1843-1848.
    • (2005) NeuroReport , vol.16 , Issue.16 , pp. 1843-1848
    • Rao, R.P.N.1
  • 32
    • 0033103897 scopus 로고    scopus 로고
    • Competitive mechanisms subserve attention in macaque areas V2 and V4
    • Reynolds, J. H., Chelazzi, L., & Desimone, R. (1999). Competitive mechanisms subserve attention in macaque areas V2 and V4. Journal of Neuroscience, 19(5), 1736-1753.
    • (1999) Journal of Neuroscience , vol.19 , Issue.5 , pp. 1736-1753
    • Reynolds, J.H.1    Chelazzi, L.2    Desimone, R.3
  • 33
    • 58549119195 scopus 로고    scopus 로고
    • The normalizationmodel of attention
    • Reynolds, J. H.,&Heeger,D. J. (2009). The normalizationmodel of attention. Neuron, 61(2), 168-185.
    • (2009) Neuron , vol.61 , Issue.2 , pp. 168-185
    • Reynolds, J.H.1    Heeger, D.J.2
  • 34
    • 0033681264 scopus 로고    scopus 로고
    • Attention increases sensitivity of V4 neurons
    • Reynolds, J. H., Pasternak, T., & Desimone, R. (2000). Attention increases sensitivity of V4 neurons. Neuron, 26(3), 703-714.
    • (2000) Neuron , vol.26 , Issue.3 , pp. 703-714
    • Reynolds, J.H.1    Pasternak, T.2    Desimone, R.3
  • 35
    • 84860631546 scopus 로고    scopus 로고
    • A biologically plausible algorithm for reinforcement-shaped representational learning
    • In S. Thrün, L. Saul, & B. Scholköpf (Eds.), Cambridge, MA: MIT Press
    • Sahani, M. (2004). A biologically plausible algorithm for reinforcement-shaped representational learning. In S. Thrün, L. Saul, & B. Scholköpf (Eds.), Advances in neural information processing, 16 (pp. 1287-1294). Cambridge, MA: MIT Press.
    • (2004) Advances in neural information processing , vol.16 , pp. 1287-1294
    • Sahani, M.1
  • 36
    • 84878753306 scopus 로고    scopus 로고
    • Visual attention and flexible normalization pools
    • Schwartz, O., & Coen-Cagli, R. (2013). Visual attention and flexible normalization pools. Journal of Vision, 13(1), 1-24.
    • (2013) Journal of Vision , vol.13 , Issue.1 , pp. 1-24
    • Schwartz, O.1    Coen-Cagli, R.2
  • 37
    • 61549105649 scopus 로고    scopus 로고
    • Rewards evoke learning of unconsciously processed visual stimuli in adult humans
    • Seitz, A. R.,Kim, D.,&Watanabe, T. (2009). Rewards evoke learning of unconsciously processed visual stimuli in adult humans. Neuron, 61(5), 700-707.
    • (2009) Neuron , vol.61 , Issue.5 , pp. 700-707
    • Seitz, A.R.1    Kim, D.2    Watanabe, T.3
  • 38
    • 1842454989 scopus 로고    scopus 로고
    • The silent surround of V1 receptive fields: Theory and experiments
    • Seriès, P., Lorenceau, J., & Frégnac, Y. (2003). The silent surround of V1 receptive fields: Theory and experiments. Journal of Physiology, 97(4-6), 453-474.
    • (2003) Journal of Physiology , vol.97 , Issue.4-6 , pp. 453-474
    • Seriès, P.1    Lorenceau, J.2    Frégnac, Y.3
  • 39
    • 85162308153 scopus 로고    scopus 로고
    • Select and sample: A model of efficient neural inference and learning
    • In J. Shawe-Taylor, R. S. Zemel, P. Bartlett, F. Pereira, & K. Q. Weinberger (Eds.), Red Hook, NY: Curran
    • Shelton, J. A., Bornschein, J., Sheikh, A. S., Berkes, P., & Lücke, J. (2011). Select and sample: A model of efficient neural inference and learning. In J. Shawe-Taylor, R. S. Zemel, P. Bartlett, F. Pereira, & K. Q. Weinberger (Eds.), Advances in neural information processessing systems, 24. Red Hook, NY: Curran.
    • (2011) Advances in neural information processessing systems , pp. 24
    • Shelton, J.A.1    Bornschein, J.2    Sheikh, A.S.3    Berkes, P.4    Lücke, J.5
  • 40
    • 62549136099 scopus 로고    scopus 로고
    • Spatial attention modulates center-surround interactions in macaque visual area V4
    • Sundberg, K. A., Mitchell, J. F., & Reynolds, J. H. (2009). Spatial attention modulates center-surround interactions in macaque visual area V4. Neuron, 61(6), 952-963.
    • (2009) Neuron , vol.61 , Issue.6 , pp. 952-963
    • Sundberg, K.A.1    Mitchell, J.F.2    Reynolds, J.H.3
  • 42
    • 33745744524 scopus 로고    scopus 로고
    • Effects of spatial attention on contrast response functions in macaque area V4
    • Williford, T., & Maunsell, J. H. R. (2006). Effects of spatial attention on contrast response functions in macaque area V4. Journal of Neurophysiology, 96(1), 40-54.
    • (2006) Journal of Neurophysiology , vol.96 , Issue.1 , pp. 40-54
    • Williford, T.1    Maunsell, J.H.R.2
  • 43
    • 33748125500 scopus 로고    scopus 로고
    • Dynamic shifts of visual receptive fields in cortical areaMT by spatial attention
    • Womelsdorf, T., Anton-Erxleben, K., Pieper, F., & Treue, S. (2006). Dynamic shifts of visual receptive fields in cortical areaMT by spatial attention. Nature Neuroscience, 9(9), 1156-1160.
    • (2006) Nature Neuroscience , vol.9 , Issue.9 , pp. 1156-1160
    • Womelsdorf, T.1    Anton-Erxleben, K.2    Pieper, F.3    Treue, S.4
  • 44
    • 20444388016 scopus 로고    scopus 로고
    • Uncertainty, neuromodulation, & attention
    • Yu, A., & Dayan, P. (2005). Uncertainty, neuromodulation, & attention. Neuron, 46(4), 681-692.
    • (2005) Neuron , vol.46 , Issue.4 , pp. 681-692
    • Yu, A.1    Dayan, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.