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Volumn , Issue , 1997, Pages 211-217

Noisy spiking neurons with temporal coding have more computational power than sigmoidal neurons

Author keywords

[No Author keywords available]

Indexed keywords

NEURONS;

EID: 84898929097     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (134)

References (11)
  • 1
    • 0030586597 scopus 로고    scopus 로고
    • Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey
    • W. Bair, C. Koch, "Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey", Neural Computation, vol. 8, pp 1185-1202, 1996.
    • (1996) Neural Computation , vol.8 , pp. 1185-1202
    • Bair, W.1    Koch, C.2
  • 2
    • 0026759641 scopus 로고
    • Reliability and information transmission in spiking neurons
    • W. Bialek, and F. Rieke, "Reliability and information transmission in spiking neurons", Trends in Neuroscience, vol. 15, pp 428-434, 1992.
    • (1992) Trends in Neuroscience , vol.15 , pp. 428-434
    • Bialek, W.1    Rieke, F.2
  • 3
    • 0029637779 scopus 로고
    • Pattern recognition computation using action potential timing for stimulus representations
    • J. J. Hopfield, "Pattern recognition computation using action potential timing for stimulus representations", Nature, vol. 376, pp 33-36, 1995.
    • (1995) Nature , vol.376 , pp. 33-36
    • Hopfield, J.J.1
  • 5
    • 0027262895 scopus 로고
    • Multilayer feedforward networks with a nonpolynomial activation function can approximate any function
    • M. Leshno, V. Y. Lin, A. Pinkus, and S. Schocken, "Multilayer feedforward networks with a nonpolynomial activation function can approximate any function", Neural Networks, vol. 6, pp 861-867, 1993.
    • (1993) Neural Networks , vol.6 , pp. 861-867
    • Leshno, M.1    Lin, V.Y.2    Pinkus, A.3    Schocken, S.4
  • 6
    • 84898929097 scopus 로고    scopus 로고
    • On the computational power of noisy spiking neurons
    • MIT Press, Cambridge
    • W. Maass, "On the computational power of noisy spiking neurons", Advances in Neural Information Processing Systems, vol. 8, pp 211-217, MIT Press, Cambridge, 1996.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 211-217
    • Maass, W.1
  • 7
    • 84898996323 scopus 로고    scopus 로고
    • Networks of spiking neurons: The third generation of neural network models
    • FTP-host: archive.cis.ohio-state.edu FTP-filename: /pub/neuroprose/maass. third-generation.ps.Z, to appear
    • W. Maass, "Networks of spiking neurons: the third generation of neural network models", FTP-host: archive.cis.ohio-state.edu , FTP-filename: /pub/neuroprose/maass.third-generation.ps.Z, Neural Networks, to appear.
    • Neural Networks
    • Maass, W.1
  • 8
    • 0031568358 scopus 로고    scopus 로고
    • Fast sigmoidal networks via spiking neurons
    • to appear in Neural Computation. FTP-host: archive.cis.ohio-state.edu, FTP-filename: /pub/neuroprose/maass.sigmoidal-spiking.ps.Z, to appear in
    • W. Maass, "Fast sigmoidal networks via spiking neurons", to appear in Neural Computation. FTP-host: archive.cis.ohio-state.edu FTP-filename: /pub/neuroprose/maass.sigmoidal-spiking.ps.Z, Neural Computation, to appear in vol. 9, 1997.
    • (1997) Neural Computation , vol.9
    • Maass, W.1
  • 9
    • 0023740277 scopus 로고
    • Real-time performance of a movement sensitive neuron in the blowfly visual system
    • R. de Ruyter van Steveninck, and W. Bialek, "Real-time performance of a movement sensitive neuron in the blowfly visual system", Proc. Roy. Soc. B, vol. 234, pp 379-414, 1988.
    • (1988) Proc. Roy. Soc. B , vol.234 , pp. 379-414
    • De Steveninck Van Ruyter, R.1    Bialek, W.2
  • 11
    • 0002936735 scopus 로고
    • Biological constraints on connectionist modeling
    • R. Pfeifer, Z. Schreter, F. Fogelman-Soulié, and L. Steels, eds., Elsevier North-Holland
    • S. T. Thorpe, and M. Imbert, "Biological constraints on connectionist modelling", In: Connectionism in Perspective, R. Pfeifer, Z. Schreter, F. Fogelman-Soulié, and L. Steels, eds., Elsevier, North-Holland, 1989.
    • (1989) Connectionism in Perspective
    • Thorpe, S.T.1    Imbert, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.