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Volumn 4, Issue , 2012, Pages 3059-3067

Complex inference in neural circuits with probabilistic population codes and topic models

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; CO-ORDINATE TRANSFORMATION; DOCUMENT CLASSIFICATION; LATENT DIRICHLET ALLOCATIONS; NEURAL REPRESENTATIONS; PHYSIOLOGICAL MEASUREMENT; PROBABILISTIC COMPUTATION; PROBABILISTIC INFERENCE;

EID: 84877784552     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (32)

References (23)
  • 2
    • 0037165165 scopus 로고    scopus 로고
    • Humans integrate visual and haptic information in a statistically optimal fashion
    • Marc O Ernst and Martin S Banks. Humans integrate visual and haptic information in a statistically optimal fashion. Nature, 415(6870):429-33, 2002.
    • (2002) Nature , vol.415 , Issue.6870 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 4
    • 0034521862 scopus 로고    scopus 로고
    • The planning and control of reaching movements
    • P N Sabes. The planning and control of reaching movements. Current opinion in neurobiology, 10(6): 740-6, 2000.
    • (2000) Current Opinion in Neurobiology , vol.10 , Issue.6 , pp. 740-746
    • Sabes, P.N.1
  • 5
    • 1642553405 scopus 로고    scopus 로고
    • Bayesian integration in sensorimotor learning
    • Konrad P Körding and Daniel M Wolpert. Bayesian integration in sensorimotor learning. Nature, 427 (6971):244-7, 2004.
    • (2004) Nature , vol.427 , Issue.6971 , pp. 244-247
    • Körding, K.P.1    Wolpert, D.M.2
  • 6
    • 4344685154 scopus 로고    scopus 로고
    • Optimality principles in sensorimotor control
    • Emanuel Todorov. Optimality principles in sensorimotor control. Nature neuroscience, 7(9):907-15, 2004.
    • (2004) Nature Neuroscience , vol.7 , Issue.9 , pp. 907-915
    • Todorov, E.1
  • 10
    • 80054948790 scopus 로고    scopus 로고
    • Marginalization in neural circuits with divisive normalization
    • J. M. Beck, P. E. Latham, and a. Pouget. Marginalization in Neural Circuits with Divisive Normalization. Journal of Neuroscience, 31(43):15310-15319, 2011.
    • (2011) Journal of Neuroscience , vol.31 , Issue.43 , pp. 15310-15319
    • Beck, J.M.1    Latham, P.E.2    Pouget, A.3
  • 11
    • 34347347169 scopus 로고    scopus 로고
    • Probabilistic reasoning by neurons
    • Tianming Yang and Michael N Shadlen. Probabilistic reasoning by neurons. Nature, 447(7148):1075-80, 2007.
    • (2007) Nature , vol.447 , Issue.7148 , pp. 1075-1080
    • Yang, T.1    Shadlen, M.N.2
  • 12
    • 0029084920 scopus 로고
    • Neural computation of log likelihood in control of saccadic eye movements
    • RHS Carpenter and MLL Williams. Neural computation of log likelihood in control of saccadic eye movements. Nature, 1995.
    • (1995) Nature
    • Carpenter, R.H.S.1    Williams, M.L.L.2
  • 13
    • 79251595755 scopus 로고    scopus 로고
    • Decoding the activity of neuronal populations in macaque primary visual cortex
    • Arnulf B a Graf, Adam Kohn, Mehrdad Jazayeri, and J Anthony Movshon. Decoding the activity of neuronal populations in macaque primary visual cortex. Nature neuroscience, 14(2):239-45, 2011.
    • (2011) Nature Neuroscience , vol.14 , Issue.2 , pp. 239-245
    • Graf, A.B.A.1    Kohn, A.2    Jazayeri, M.3    Movshon, J.A.4
  • 16
    • 0026904517 scopus 로고
    • Normalization of cell responses in cat striate cortex
    • DJ Heeger. Normalization of cell responses in cat striate cortex. Visual Neuroscience, 9, 1992.
    • (1992) Visual Neuroscience , vol.9
    • Heeger, D.J.1
  • 18
    • 0141607824 scopus 로고    scopus 로고
    • Latent Dirichlet allocation
    • D. Blei, A. Ng, and M. Jordan. Latent Dirichlet Allocation. JMLR, 2003.
    • (2003) JMLR
    • Blei, D.1    Ng, A.2    Jordan, M.3
  • 20
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • D D Lee and H S Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401 (6755):788-91, 1999.
    • (1999) Nature , vol.401 , Issue.6755 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 21
    • 85162005069 scopus 로고    scopus 로고
    • Online learning for Latent Dirichlet allocation
    • M. Hoffman, D. Blei, and F. Bach. Online learning for Latent Dirichlet Allocation. In NIPS, 2010.
    • (2010) NIPS
    • Hoffman, M.1    Blei, D.2    Bach, F.3
  • 22
    • 33749242628 scopus 로고    scopus 로고
    • Dynamic topic models
    • D. Blei and J. Lafferty. Dynamic topic models. In ICML, 2006.
    • (2006) ICML
    • Blei, D.1    Lafferty, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.