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Volumn 25, Issue 3, 2013, Pages 626-649

Opening the black box: Low-dimensional dynamics in high-dimensional recurrent neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK;

EID: 84877827546     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00409     Document Type: Article
Times cited : (372)

References (23)
  • 1
    • 84861431900 scopus 로고    scopus 로고
    • Brainwide neuronal dynamics duringmotor adaptation in zebrafish
    • Ahrens,M. B., Li, J. M., Orger, M. B., Robson, D. N., Schier, A. F., et al. (2012). Brainwide neuronal dynamics duringmotor adaptation in zebrafish. Nature, 485(7399), 471-477.
    • (2012) Nature , vol.485 , Issue.7399 , pp. 471-477
    • Ahrens, M.B.1    Li, J.M.2    Orger, M.B.3    Robson, D.N.4    Schier, A.F.5
  • 2
    • 0028392483 scopus 로고
    • Learning long-term dependencies with gradient descent is difficult
    • Bengio, Y., Simard, P., & Frasconi, P. (1994). Learning long-term dependencies with gradient descent is difficult. IEEE Transactions on Neural Networks, 5(2), 157-166.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.2 , pp. 157-166
    • Bengio, Y.1    Simard, P.2    Frasconi, P.3
  • 4
    • 0020118274 scopus 로고
    • Neural networks and physical systemswith emergent collective computational abilities
    • Hopfield, J. J. (1982). Neural networks and physical systemswith emergent collective computational abilities. PNAS, 79(8), 2554-2558.
    • (1982) PNAS , vol.79 , Issue.8 , pp. 2554-2558
    • Hopfield, J.J.1
  • 5
    • 0022504321 scopus 로고
    • Computing with neural circuits: A model
    • Hopfield, J. J., & Tank, D. (1986). Computing with neural circuits: A model. Science, 233(4764), 625-633.
    • (1986) Science , vol.233 , Issue.4764 , pp. 625-633
    • Hopfield, J.J.1    Tank, D.2
  • 6
    • 42749104029 scopus 로고    scopus 로고
    • Reproducible sequence generation in random neural ensembles
    • Huerta, R., & Rabinovich, M. (2004). Reproducible sequence generation in random neural ensembles. Physical Review Letters, 93(23), 238104.
    • (2004) Physical Review Letters , vol.93 , Issue.23 , pp. 238104
    • Huerta, R.1    Rabinovich, M.2
  • 7
    • 1842421269 scopus 로고    scopus 로고
    • Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication
    • Jaeger, H., & Haas, H. (2004). Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication. Science, 304(5667), 78-80.
    • (2004) Science , vol.304 , Issue.5667 , pp. 78-80
    • Jaeger, H.1    Haas, H.2
  • 8
    • 36749103780 scopus 로고    scopus 로고
    • Natural stimuli evoke dynamic sequences of states in sensory cortical ensembles
    • Jones, L. M., Fontanini, A., Sadacca, B. F., Miller, P., & Katz, D. B. (2007). Natural stimuli evoke dynamic sequences of states in sensory cortical ensembles. PNAS, 104(47), 18772-18777.
    • (2007) PNAS , vol.104 , Issue.47 , pp. 18772-18777
    • Jones, L.M.1    Fontanini, A.2    Sadacca, B.F.3    Miller, P.4    Katz, D.B.5
  • 9
    • 70350336841 scopus 로고    scopus 로고
    • Embedding multiple trajectories in simulated recurrent neural networks in a self-organizing manner
    • Liu, J. K., & Buonomano, D. V. (2009). Embedding multiple trajectories in simulated recurrent neural networks in a self-organizing manner. J. Neuroscience, 29(42), 13172-13181.
    • (2009) J. Neuroscience , vol.29 , Issue.42 , pp. 13172-13181
    • Liu, J.K.1    Buonomano, D.V.2
  • 10
    • 33846556028 scopus 로고    scopus 로고
    • Computational aspects of feedback in neural circuits
    • Maass, W., Joshi, P., & Sontag, E. D. (2007). Computational aspects of feedback in neural circuits. PLoS Comput. Biol., 3(1), e165.
    • (2007) PLoS Comput. Biol. , vol.3 , Issue.1
    • Maass, W.1    Joshi, P.2    Sontag, E.D.3
  • 11
    • 0036834701 scopus 로고    scopus 로고
    • Real-time computing without stable states: A new framework for neural computation based on perturbations
    • Maass, W., Natschläger, T., & Markram, H. (2002). Real-time computing without stable states: A new framework for neural computation based on perturbations. Neural Computation, 14(11), 2531-2560.
    • (2002) Neural Computation , vol.14 , Issue.11 , pp. 2531-2560
    • Maass, W.1    Natschläger, T.2    Markram, H.3
  • 12
    • 13844317831 scopus 로고    scopus 로고
    • Flexible control of mutual inhibition: A neural model of two-interval discrimination
    • Machens, C. K., Romo, R.,&Brody, C. D. (2005). Flexible control of mutual inhibition: A neural model of two-interval discrimination. Science, 307(5712), 1121-1124.
    • (2005) Science , vol.307 , Issue.5712 , pp. 1121-1124
    • Machens, C.K.1    Romo, R.2    Brody, C.D.3
  • 15
    • 0003582543 scopus 로고    scopus 로고
    • Cambridge: Cambridge University Press
    • Ott, E. (2002). Chaos in dynamical systems. Cambridge: Cambridge University Press.
    • (2002) Chaos in dynamical systems
    • Ott, E.1
  • 16
    • 77951664031 scopus 로고    scopus 로고
    • Sequentially switching cell assemblies in random inhibitory networks of spiking neurons in the striatum
    • Ponzi, A., & Wickens, J. (2010). Sequentially switching cell assemblies in random inhibitory networks of spiking neurons in the striatum. Journal of Neuroscience, 30(17), 5894-5911.
    • (2010) Journal of Neuroscience , vol.30 , Issue.17 , pp. 5894-5911
    • Ponzi, A.1    Wickens, J.2
  • 18
    • 0033519704 scopus 로고    scopus 로고
    • Neuronal correlates of parametric working memory in the prefrontal cortex
    • Romo R., Brody, C. D., Hernández, A., & Lemus, L. (1999). Neuronal correlates of parametric working memory in the prefrontal cortex. Nature, 399(6735), 470-473.
    • (1999) Nature , vol.399 , Issue.6735 , pp. 470-473
    • Romo, R.1    Brody, C.D.2    Hernández, A.3    Lemus, L.4
  • 20
    • 0141852938 scopus 로고    scopus 로고
    • Intensity versus identity coding in an olfactory system
    • Stopfer, M., Jayaraman, V., & Laurent, G. (2003). Intensity versus identity coding in an olfactory system. Neuron, 39(6), 991-1004.
    • (2003) Neuron , vol.39 , Issue.6 , pp. 991-1004
    • Stopfer, M.1    Jayaraman, V.2    Laurent, G.3
  • 22
    • 68949147577 scopus 로고    scopus 로고
    • Generating coherent patterns of activity from chaotic neural networks
    • Sussillo, D., & Abbott, L. F. (2009). Generating coherent patterns of activity from chaotic neural networks. Neuron, 63(4), 544-557.
    • (2009) Neuron , vol.63 , Issue.4 , pp. 544-557
    • Sussillo, D.1    Abbott, L.F.2
  • 23
    • 53849125053 scopus 로고    scopus 로고
    • Decision making in recurrent neuronal circuits
    • Wang, X. J. (2008). Decision making in recurrent neuronal circuits. Neuron, 60(2), 215-234.
    • (2008) Neuron , vol.60 , Issue.2 , pp. 215-234
    • Wang, X.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.