메뉴 건너뛰기




Volumn 9, Issue 2, 1997, Pages 279-304

Fast sigmoidal networks via spiking neurons

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; EVOKED RESPONSE; LEARNING; NERVE CELL; PHYSIOLOGY; STATISTICAL MODEL;

EID: 0031568358     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/neco.1997.9.2.279     Document Type: Article
Times cited : (175)

References (39)
  • 1
    • 0027430030 scopus 로고
    • Spatiotemporal firing patterns in the frontal cortex of behaving monkeys
    • Abeles, M., Bergman, H., Margalit, E., and Vaadia, E. 1993. Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. J. Neurophysiology 70, 1629-1638.
    • (1993) J. Neurophysiology , vol.70 , pp. 1629-1638
    • Abeles, M.1    Bergman, H.2    Margalit, E.3    Vaadia, E.4
  • 3
    • 0026759641 scopus 로고
    • Reliability and information transmission in spiking neurons
    • Bialek, W., and Rieke, F. 1992. Reliability and information transmission in spiking neurons. Trends in Neuroscience 15, 428-434.
    • (1992) Trends in Neuroscience , vol.15 , pp. 428-434
    • Bialek, W.1    Rieke, F.2
  • 5
    • 0028783772 scopus 로고
    • Cracking the neuronal code
    • Ferster, D., and Spruston, N. 1995. Cracking the neuronal code. Science 270, 756-757.
    • (1995) Science , vol.270 , pp. 756-757
    • Ferster, D.1    Spruston, N.2
  • 6
    • 0004477811 scopus 로고
    • How to describe neuronal activity: Spikes, rates, or assemblies?
    • Morgan Kaufmann, San Mateo, CA
    • Gerstner, W., and van Hemmen, J. L. 1994. How to describe neuronal activity: Spikes, rates, or assemblies? In Advances in Neural information Processing Systems 6, pp. 463-470. Morgan Kaufmann, San Mateo, CA.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 463-470
    • Gerstner, W.1    Van Hemmen, J.L.2
  • 8
    • 0026003099 scopus 로고
    • Olfactory computation and object perception
    • Hopfield, J. J. 1991. Olfactory computation and object perception. Proc. Nat. Acad. Sci. USA 88, 6462-6466.
    • (1991) Proc. Nat. Acad. Sci. USA , vol.88 , pp. 6462-6466
    • Hopfield, J.J.1
  • 9
    • 0029637779 scopus 로고
    • Pattern recognition computation using action potential timing for stimulus representations
    • Hopfield, J. J. 1995. Pattern recognition computation using action potential timing for stimulus representations. Nature 376, 33-36.
    • (1995) Nature , vol.376 , pp. 33-36
    • Hopfield, J.J.1
  • 13
    • 0001951331 scopus 로고
    • A catalog of complexity classes
    • J. V. Leeuwen, ed., MIT Press, Cambridge, MA
    • Johnson, D. S. 1990. A catalog of complexity classes. In Handbook of Theoretical Computer Science, J. V. Leeuwen, ed., vol. A, pp. 67-162. MIT Press, Cambridge, MA.
    • (1990) Handbook of Theoretical Computer Science , vol.A , pp. 67-162
    • Johnson, D.S.1
  • 15
    • 0027262895 scopus 로고
    • Multilayer feedforward networks with a nonpolynomial activation function can approximate any function
    • Leshno, M., Lin, V. Y., Pinkus, A., and Schocken, S. 1993. Multilayer feedforward networks with a nonpolynomial activation function can approximate any function. Neural Networks 6, 861-867.
    • (1993) Neural Networks , vol.6 , pp. 861-867
    • Leshno, M.1    Lin, V.Y.2    Pinkus, A.3    Schocken, S.4
  • 16
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • Linsker, R. 1988. Self-organization in a perceptual network. Computer Magazine 21, 105-117.
    • (1988) Computer Magazine , vol.21 , pp. 105-117
    • Linsker, R.1
  • 17
    • 85153967884 scopus 로고
    • On the computational power of networks of spiking neurons
    • MIT Press, Cambridge, MA
    • Maass, W. 1995. On the computational power of networks of spiking neurons. In Advances in Neural Information Processing Systems 7, pp. 183-190. MIT Press, Cambridge, MA.
    • (1995) Advances in Neural Information Processing Systems 7 , pp. 183-190
    • Maass, W.1
  • 18
    • 84898929097 scopus 로고    scopus 로고
    • On the computational power of noisy spiking neurons
    • MIT Press, Cambridge, MA
    • Maass, W. 1996a. On the computational power of noisy spiking neurons. In Advances in Neural Information Processing Systems 8, pp. 211-217. MIT Press, Cambridge, MA.
    • (1996) Advances in Neural Information Processing Systems 8 , pp. 211-217
    • Maass, W.1
  • 19
    • 0010716015 scopus 로고    scopus 로고
    • Networks of spiking neurons: The third generation of neural network models
    • To appear
    • Maass, W. 1996b. Networks of spiking neurons: The third generation of neural network models. To appear in Neuaral Networks.
    • (1996) Neuaral Networks
    • Maass, W.1
  • 20
    • 0029030249 scopus 로고
    • Reliability of spike timing in neocortical neurons
    • Mainen, Z. F., and Sejnowski, T. J. 1995. Reliability of spike timing in neocortical neurons. Science 268, 1503-1506.
    • (1995) Science , vol.268 , pp. 1503-1506
    • Mainen, Z.F.1    Sejnowski, T.J.2
  • 21
    • 5944260530 scopus 로고
    • Neocortical pyramidal neurons scale the efficacy of synaptic input according to arrival time: A proposed selection principle of the most appropriate synaptic information
    • Jerusalem
    • Markram, H. 1995. Neocortical pyramidal neurons scale the efficacy of synaptic input according to arrival time: A proposed selection principle of the most appropriate synaptic information. In Proc. of Cortical Dynamics, pp. 10-11, Jerusalem.
    • (1995) Proc. of Cortical Dynamics , pp. 10-11
    • Markram, H.1
  • 22
    • 5944244612 scopus 로고
    • Action potentials propagating back into dendrites trigger changes in efficacy of single-axon synapses between layer V pyramidal neurons
    • Markram, H., and Sakmann, B. 1995. Action potentials propagating back into dendrites trigger changes in efficacy of single-axon synapses between layer V pyramidal neurons. In Proc. of the Conference of the Society for Neuroscience, vol. 21.
    • (1995) Proc. of the Conference of the Society for Neuroscience , vol.21
    • Markram, H.1    Sakmann, B.2
  • 23
    • 0027451765 scopus 로고
    • Synaptic integration in an excitable dendritic tree
    • Mel, B. W. 1993. Synaptic integration in an excitable dendritic tree. J. Neurophysiology 70, 1086-1101.
    • (1993) J. Neurophysiology , vol.70 , pp. 1086-1101
    • Mel, B.W.1
  • 25
    • 0019977982 scopus 로고
    • Visual neurons responsive to faces in the monkey temporal cortex
    • Perrett, D. I., Rolls, E. T., and Caan, W. C. 1982. Visual neurons responsive to faces in the monkey temporal cortex. Experimental Brain Research 47, 329-342.
    • (1982) Experimental Brain Research , vol.47 , pp. 329-342
    • Perrett, D.I.1    Rolls, E.T.2    Caan, W.C.3
  • 28
    • 0028595982 scopus 로고
    • Brain mechanisms for invariant visual recognition and learning
    • Rolls, E. T. 1994. Brain mechanisms for invariant visual recognition and learning. Behavioural Processes 33, 113-138.
    • (1994) Behavioural Processes , vol.33 , pp. 113-138
    • Rolls, E.T.1
  • 29
    • 0027936789 scopus 로고
    • Processing speed in the cerebral cortex, and the neurophysiology of visual backward masking
    • Rolls, E. T., and Tovee, M. J. 1994. Processing speed in the cerebral cortex, and the neurophysiology of visual backward masking. Proc. Roy. Soc. B 257, 9-15.
    • (1994) Proc. Roy. Soc. B , vol.257 , pp. 9-15
    • Rolls, E.T.1    Tovee, M.J.2
  • 31
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D. E., Hinton, G. E., and Williams, R. J. 1986. Learning representations by back-propagating errors. Nature 323, 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 32
    • 0002448119 scopus 로고
    • Noise and the neurosciences: A long history, a recent revival, and some theory
    • K. H. Pribram, ed., Lawrence Erlbaum Associates, Hillsdale, NJ
    • Segundo, J. P. 1994. Noise and the neurosciences: A long history, a recent revival, and some theory. In Origins: Brain and Self Organization, K. H. Pribram, ed., pp. 300-331. Lawrence Erlbaum Associates, Hillsdale, NJ.
    • (1994) Origins: Brain and Self Organization , pp. 300-331
    • Segundo, J.P.1
  • 33
    • 0029637802 scopus 로고
    • Time for a new neural code?
    • Sejnowski, T. J. 1995. Time for a new neural code? Nature 376, 21-22.
    • (1995) Nature , vol.376 , pp. 21-22
    • Sejnowski, T.J.1
  • 36
    • 0028011965 scopus 로고
    • Sub-millisecond coincidence detection in active dendritic trees
    • Softky, W. 1994. Sub-millisecond coincidence detection in active dendritic trees. Neuroscience 58, 13-41.
    • (1994) Neuroscience , vol.58 , pp. 13-41
    • Softky, W.1
  • 37
    • 0028058194 scopus 로고
    • Active propagation of somatic action potentials into neocortical pyrimidal cell densities
    • Stuart, G. J., and Sakmann, B. 1994. Active propagation of somatic action potentials into neocortical pyrimidal cell densities. Nature 367, 69-72.
    • (1994) Nature , vol.367 , pp. 69-72
    • Stuart, G.J.1    Sakmann, B.2
  • 38
    • 0002936735 scopus 로고
    • Biological constraints on connectionist modelling
    • R. Pfeifer, Z. Schreter, F. Fogelman-Soulié, and L. Steels, eds., Elsevier, New York
    • Thorpe, S. J., and Imbert, M. 1989. Biological constraints on connectionist modelling. In Connectionism in Perspective, R. Pfeifer, Z. Schreter, F. Fogelman-Soulié, and L. Steels, eds., pp. 63-92. Elsevier, New York.
    • (1989) Connectionism in Perspective , pp. 63-92
    • Thorpe, S.J.1    Imbert, M.2
  • 39
    • 0003133883 scopus 로고
    • Probabilistic logics and the synthesis of reliable organisms from unreliable components
    • C. E. Shannon and J. MacCarthy, eds. Princeton University Press, Princeton, NJ
    • von Neumann, J. 1956. Probabilistic logics and the synthesis of reliable organisms from unreliable components. In Automata Studies, C. E. Shannon and J. MacCarthy, eds. Princeton University Press, Princeton, NJ.
    • (1956) Automata Studies
    • Neumann, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.