메뉴 건너뛰기




Volumn 2015-August, Issue , 2015, Pages 1205-1214

Deep learning architecture with dynamically programmed layers for brain connectome prediction

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL ACTIVATION; DATA MINING; FORECASTING; NETWORK ARCHITECTURE; NEURAL NETWORKS;

EID: 84954104243     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2783258.2783399     Document Type: Conference Paper
Times cited : (13)

References (20)
  • 1
    • 33748129944 scopus 로고    scopus 로고
    • Dynamics and effective topology underlying synchronization in networks of cortical neurons
    • D. Eytan and S. Marom. Dynamics and effective topology underlying synchronization in networks of cortical neurons. The Journal of neuroscience, 26(33):8465-8476, 2006.
    • (2006) The Journal of Neuroscience , vol.26 , Issue.33 , pp. 8465-8476
    • Eytan, D.1    Marom, S.2
  • 2
    • 28144459550 scopus 로고
    • Some recent development in a concept of causality
    • C. W. Granger. Some recent development in a concept of causality. Journal of econometrics, 39(1):199-211, 1988.
    • (1988) Journal of Econometrics , vol.39 , Issue.1 , pp. 199-211
    • Granger, C.W.1
  • 4
    • 84858054760 scopus 로고    scopus 로고
    • Imaging calcium in neurons
    • C. Grienberger and A. Konnerth. Imaging calcium in neurons. Neuron, 73(5):862-885, 2012.
    • (2012) Neuron , vol.73 , Issue.5 , pp. 862-885
    • Grienberger, C.1    Konnerth, A.2
  • 6
    • 84954117119 scopus 로고    scopus 로고
    • [Online; accessed 02-18-2015]
    • C. Learn. For Imaging to Connectivity. http://connectomics.chalearn.org/help/setting, 2014. [Online; accessed 02-18-2015].
    • (2014) For Imaging to Connectivity
    • Learn, C.1
  • 7
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 8
    • 35948992641 scopus 로고    scopus 로고
    • Transgenic strategies for combinatorial expression of fluorescent proteins in the nervous system
    • J. Livet, T. A. Weissman, H. Kang, R. W. Draft, J. Lu, R. A. Bennis, J. R. Sanes, and J. W. Lichtman. Transgenic strategies for combinatorial expression of fluorescent proteins in the nervous system. Nature, 450(7166):56-62, 2007.
    • (2007) Nature , vol.450 , Issue.7166 , pp. 56-62
    • Livet, J.1    Weissman, T.A.2    Kang, H.3    Draft, R.W.4    Lu, J.5    Bennis, R.A.6    Sanes, J.R.7    Lichtman, J.W.8
  • 10
    • 84863861279 scopus 로고    scopus 로고
    • A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data
    • Y. Mishchenko, J. T. Vogelstein, L. Paninski, et al. A bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data. The Annals of Applied Statistics, 5(2B):1229-1261, 2011.
    • (2011) The Annals of Applied Statistics , vol.5 , Issue.2 B , pp. 1229-1261
    • Mishchenko, Y.1    Vogelstein, J.T.2    Paninski, L.3
  • 11
    • 0008554931 scopus 로고
    • A focused back-propagation algorithm for temporal pattern recognition
    • M. C. Mozer. A focused back-propagation algorithm for temporal pattern recognition. Complex systems, 3(4):349-381, 1989.
    • (1989) Complex Systems , vol.3 , Issue.4 , pp. 349-381
    • Mozer, M.C.1
  • 13
    • 84902590291 scopus 로고    scopus 로고
    • Transfer entropy reconstruction and labeling of neuronal connections from simulated calcium imaging
    • J. G. Orlandi, O. Stetter, J. Soriano, T. Geisel, and D. Battaglia. Transfer entropy reconstruction and labeling of neuronal connections from simulated calcium imaging. PloS one, 9(6):e98842, 2014.
    • (2014) PloS One , vol.9 , Issue.6
    • Orlandi, J.G.1    Stetter, O.2    Soriano, J.3    Geisel, T.4    Battaglia, D.5
  • 15
    • 84866085888 scopus 로고    scopus 로고
    • Model-free reconstruction of excitatory neuronal connectivity from calcium imaging signals
    • O. Stetter, D. Battaglia, J. Soriano, and T. Geisel. Model-free reconstruction of excitatory neuronal connectivity from calcium imaging signals. PLoS computational biology, 8(8):e1002653, 2012.
    • (2012) PLoS Computational Biology , vol.8 , Issue.8
    • Stetter, O.1    Battaglia, D.2    Soriano, J.3    Geisel, T.4
  • 17
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects
    • W. Truccolo, U. T. Eden, M. R. Fellows, J. P. Donoghue, and E. N. Brown. A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects. Journal of neurophysiology, 93(2):1074-1089, 2005.
    • (2005) Journal of Neurophysiology , vol.93 , Issue.2 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellows, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 20
    • 0002221492 scopus 로고
    • The structure of the nervous system of the nematode caenorhabditis elegans: The mind of a worm
    • J. White, E. Southgate, J. Thomson, and S. Brenner. The structure of the nervous system of the nematode caenorhabditis elegans: the mind of a worm. Phil. Trans. R. Soc. Lond, 314:1-340, 1986.
    • (1986) Phil. Trans. R. Soc. Lond , vol.314 , pp. 1-340
    • White, J.1    Southgate, E.2    Thomson, J.3    Brenner, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.