메뉴 건너뛰기




Volumn 12, Issue 5, 2000, Pages 1189-1205

Choice and value flexibility jointly contribute to the capacity of a subsampled quadratic classifier

Author keywords

[No Author keywords available]

Indexed keywords


EID: 0001632519     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976600300015556     Document Type: Article
Times cited : (8)

References (37)
  • 1
    • 0022014331 scopus 로고
    • Spatiotemporal energy models for the perception of motion
    • Adelson, E., & Bergen, J. (1985). Spatiotemporal energy models for the perception of motion. J. Opt. Soc. Amer., A2, 284-299.
    • (1985) J. Opt. Soc. Amer. , vol.A2 , pp. 284-299
    • Adelson, E.1    Bergen, J.2
  • 2
    • 0002167090 scopus 로고
    • Adaptive learning networks: Development and applications in the united states of algorithms related to gmdh
    • S. Farlow (Ed.), New York: Marcel Dekker
    • Barron, R., Mucciardi, A., Cook, F., Craig, J., & Barron, A. (1984). Adaptive learning networks: Development and applications in the united states of algorithms related to gmdh. In S. Farlow (Ed.), Self-organizing methods in modeling. New York: Marcel Dekker.
    • (1984) Self-organizing Methods in Modeling
    • Barron, R.1    Mucciardi, A.2    Cook, F.3    Craig, J.4    Barron, A.5
  • 3
    • 0001160588 scopus 로고
    • What size net gives valid generalization?
    • Baum, E., & Haussler, D. (1989). What size net gives valid generalization? Neural Computation, 1, 151-160.
    • (1989) Neural Computation , vol.1 , pp. 151-160
    • Baum, E.1    Haussler, D.2
  • 5
    • 0002121357 scopus 로고
    • A model of the direction selectivity circuit in retina: Transformations by neurons singly and in concert
    • T. McKenna, J. Davis, & S. Zornetzer (Eds.), Orlando, FL: Academic Press
    • Borg-Graham, L., & Grzywacz, N. (1992). A model of the direction selectivity circuit in retina: Transformations by neurons singly and in concert. In T. McKenna, J. Davis, & S. Zornetzer (Eds.), Single neuron computation (pp. 347-375). Orlando, FL: Academic Press.
    • (1992) Single Neuron Computation , pp. 347-375
    • Borg-Graham, L.1    Grzywacz, N.2
  • 6
    • 84918441630 scopus 로고
    • Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
    • Cover, T. (1965). Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition. IEEE Trans. Electronic Computers, 14, 326-334.
    • (1965) IEEE Trans. Electronic Computers , vol.14 , pp. 326-334
    • Cover, T.1
  • 7
    • 0001666851 scopus 로고
    • Efficient higher order neural networks for classification and function approximation
    • Ghosh, J., & Shin, Y. (1992). Efficient higher order neural networks for classification and function approximation. International Journal of Neural Systems, 3, 323-350.
    • (1992) International Journal of Neural Systems , vol.3 , pp. 323-350
    • Ghosh, J.1    Shin, Y.2
  • 8
    • 0023513717 scopus 로고
    • Learning, invariance, and generalization in high-order neural networks
    • Giles, C., & Maxwell, T. (1987). Learning, invariance, and generalization in high-order neural networks. Applied Optics, 26, 4972-4978.
    • (1987) Applied Optics , vol.26 , pp. 4972-4978
    • Giles, C.1    Maxwell, T.2
  • 9
    • 0005396750 scopus 로고
    • Automatic capacity tuning of very large vc-dimension classifiers
    • S. Hanson, J. Cowan, & C. Giles (Eds.), San Mateo, CA: Morgan Kaufmann
    • Guyon, I., Boser, B., & Vapnik, V. (1993). Automatic capacity tuning of very large vc-dimension classifiers. In S. Hanson, J. Cowan, & C. Giles (Eds.), Advances in neural information processing systems, 5 (pp. 147-155). San Mateo, CA: Morgan Kaufmann.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 147-155
    • Guyon, I.1    Boser, B.2    Vapnik, V.3
  • 10
    • 0026952907 scopus 로고
    • Half-squaring in responses of cat striate cells
    • Heeger, D. (1992). Half-squaring in responses of cat striate cells. Visual Neurosci., 9, 427-443.
    • (1992) Visual Neurosci. , vol.9 , pp. 427-443
    • Heeger, D.1
  • 12
    • 0027808119 scopus 로고
    • Vc dimension and uniform learnability of sparse polynomials and rational functions
    • Karpinsky, M., & Werther, T. (1993). Vc dimension and uniform learnability of sparse polynomials and rational functions. SIAM J. Comput., 22, 1276-1285.
    • (1993) SIAM J. Comput. , vol.22 , pp. 1276-1285
    • Karpinsky, M.1    Werther, T.2
  • 13
    • 0002370024 scopus 로고
    • Multiplying with synapses and neurons
    • T. McKenna, J. Davis, & S. Zornetzer (Eds.), Orlando, FL: Academic Press
    • Koch, C., & Poggio, T. (1992). Multiplying with synapses and neurons. In T. McKenna, J. Davis, & S. Zornetzer (Eds.), Single neuron computation (pp. 315-345). Orlando, FL: Academic Press.
    • (1992) Single Neuron Computation , pp. 315-345
    • Koch, C.1    Poggio, T.2
  • 14
    • 0020492294 scopus 로고
    • Retinal ganglion cells: A functional interpretation of dendritic morphology
    • Koch, C., Poggio, T., & Torre, V. (1982). Retinal ganglion cells: A functional interpretation of dendritic morphology. Phil. Trans. R. Soc. Lond. B, 298, 227-264.
    • (1982) Phil. Trans. R. Soc. Lond. B , vol.298 , pp. 227-264
    • Koch, C.1    Poggio, T.2    Torre, V.3
  • 15
    • 0002383423 scopus 로고
    • The clusteron: Toward a simple abstraction for a complex neuron
    • J. Moody, S. Hanson, & R. Lippmann (Eds.), San Mateo, CA: Morgan Kaufmann
    • Mel, B. W. (1992a). The clusteron: Toward a simple abstraction for a complex neuron. In J. Moody, S. Hanson, & R. Lippmann (Eds.), Advances in neural information processing systems, 4 (pp. 35-42). San Mateo, CA: Morgan Kaufmann.
    • (1992) Advances in Neural Information Processing Systems , vol.4 , pp. 35-42
    • Mel, B.W.1
  • 16
    • 0001374453 scopus 로고
    • NMDA-based pattern discrimination in a modeled cortical neuron
    • Mel, B. W. (1992b). NMDA-based pattern discrimination in a modeled cortical neuron. Neural Comp., 4, 502-516.
    • (1992) Neural Comp. , vol.4 , pp. 502-516
    • Mel, B.W.1
  • 17
    • 0027451765 scopus 로고
    • Synaptic integration in an excitable dendritic tree
    • Mel, B. W. (1993). Synaptic integration in an excitable dendritic tree. J. Neurophysiol., 70(3), 1086-1101.
    • (1993) J. Neurophysiol. , vol.70 , Issue.3 , pp. 1086-1101
    • Mel, B.W.1
  • 18
    • 0000898841 scopus 로고
    • Information processing in dendritic trees
    • Mel, B. W. (1994). Information processing in dendritic trees. Neural Computation, 6, 1031-1085.
    • (1994) Neural Computation , vol.6 , pp. 1031-1085
    • Mel, B.W.1
  • 19
    • 0003123651 scopus 로고    scopus 로고
    • Why have dendrites? A computational perspective
    • G. Stuart, N. Spruston, & M. Häusser (Eds.), Oxford: Oxford University Press
    • Mel, B. W. (1999). Why have dendrites? A computational perspective. In G. Stuart, N. Spruston, & M. Häusser (Eds.), Dendrites (pp. 271-289). Oxford: Oxford University Press.
    • (1999) Dendrites , pp. 271-289
    • Mel, B.W.1
  • 20
    • 0039194534 scopus 로고    scopus 로고
    • Toward a single cell account of binocular disparity tuning: An energy model may be hiding in your dendrites
    • M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Cambridge, MA: MIT Press
    • Mel, B. W. , Ruderman, D. L., & Archie, K. A. (1998a). Toward a single cell account of binocular disparity tuning: An energy model may be hiding in your dendrites. In M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural information processing systems, 10 (pp. 208-214). Cambridge, MA: MIT Press.
    • (1998) Advances in Neural Information Processing Systems , vol.10 , pp. 208-214
    • Mel, B.W.1    Ruderman, D.L.2    Archie, K.A.3
  • 21
    • 0032101368 scopus 로고    scopus 로고
    • Translation-invariant orientation tuning in visual "complex" cells could derive from intradendritic computations
    • Mel, B. W. , Ruderman, D. L., & Archie, K. A. (1998b). Translation-invariant orientation tuning in visual "complex" cells could derive from intradendritic computations. J. Neurosci., 17, 4325-4334.
    • (1998) J. Neurosci. , vol.17 , pp. 4325-4334
    • Mel, B.W.1    Ruderman, D.L.2    Archie, K.A.3
  • 22
    • 0030811324 scopus 로고    scopus 로고
    • Encoding of binocular disparity by complex cells in the cat's visual cortex
    • Ohzawa, I., DeAngelis, G., & Freeman, R. (1997). Encoding of binocular disparity by complex cells in the cat's visual cortex. J. Neurophysiol., 77.
    • (1997) J. Neurophysiol. , vol.77
    • Ohzawa, I.1    DeAngelis, G.2    Freeman, R.3
  • 25
    • 0016765357 scopus 로고
    • Optimal nonlinear associative recall
    • Poggio, T. (1975). Optimal nonlinear associative recall. Biol. Cybern., 9, 201.
    • (1975) Biol. Cybern. , vol.9 , pp. 201
    • Poggio, T.1
  • 26
    • 0020970727 scopus 로고
    • Visual cortical neurons as localized spatial frequency filters
    • Pollen, D., & Ronner, S. (1983). Visual cortical neurons as localized spatial frequency filters. IEEE Trans. Sys. Man Cybern., 13, 907-916.
    • (1983) IEEE Trans. Sys. Man Cybern. , vol.13 , pp. 907-916
    • Pollen, D.1    Ronner, S.2
  • 27
    • 0003167185 scopus 로고
    • Functional possibilities for synapses on dendrites and on dendritic spines
    • G. Edelman, W. Gall, & W. Cowan (Eds.), New York: Wiley
    • Rall, W., & Segev, I. (1987). Functional possibilities for synapses on dendrites and on dendritic spines. In G. Edelman, W. Gall, & W. Cowan (Eds.), Synaptic function (pp. 605-636). New York: Wiley.
    • (1987) Synaptic Function , pp. 605-636
    • Rall, W.1    Segev, I.2
  • 28
    • 0003177442 scopus 로고    scopus 로고
    • Vapnik-chervonenkis entropy of the spherical perceptron
    • Riegler, P., & Seung, H. S. (1997). Vapnik-chervonenkis entropy of the spherical perceptron. Phys. Rev. E, 55, 3283-3287.
    • (1997) Phys. Rev. E , vol.55 , pp. 3283-3287
    • Riegler, P.1    Seung, H.S.2
  • 30
    • 0032212768 scopus 로고    scopus 로고
    • Excitable dendrites and spines - Earlier theoretical insights elucidate recent direct observations
    • Segev, I., & Rall, W. (1998). Excitable dendrites and spines - earlier theoretical insights elucidate recent direct observations. Trends Neurosci., 21, 453-460.
    • (1998) Trends Neurosci. , vol.21 , pp. 453-460
    • Segev, I.1    Rall, W.2
  • 31
    • 0023224539 scopus 로고
    • Logic operations are properties of computer-simulated interactions between excitable dendritic spines
    • Shepherd, G., & Brayton, R. (1987). Logic operations are properties of computer-simulated interactions between excitable dendritic spines. Neurosci., 21, 151-166.
    • (1987) Neurosci. , vol.21 , pp. 151-166
    • Shepherd, G.1    Brayton, R.2
  • 32
    • 0031030110 scopus 로고    scopus 로고
    • Action potential initiation and backpropagation in neurons of the mammalian CNS
    • Stuart, G., Spruston, N., Sakmann, B., & Hausser, M. (1997). Action potential initiation and backpropagation in neurons of the mammalian CNS. TINS, 20, 125-131.
    • (1997) TINS , vol.20 , pp. 125-131
    • Stuart, G.1    Spruston, N.2    Sakmann, B.3    Hausser, M.4
  • 34
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • Vapnik, V. N., & Chervonenkis, A. Y. (1971). On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and Its Applications, 16, 264-280.
    • (1971) Theory of Probability and Its Applications , vol.16 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2
  • 35
    • 0029975851 scopus 로고    scopus 로고
    • Dendritic integration in mammalian neurons, a century after Cajal
    • Yuste, R., & Tank, D. W. (1996). Dendritic integration in mammalian neurons, a century after Cajal. Neuron, 16, 701-716.
    • (1996) Neuron , vol.16 , pp. 701-716
    • Yuste, R.1    Tank, D.W.2
  • 36
    • 0002622988 scopus 로고
    • Nonlinear pattern separation in single hippocampal neurons with active dendritic membrane
    • J. Moody, S. Hanson, & R. Lippmann (Eds.), San Mateo, CA: Morgan Kaufmann
    • Zador, A., Claiborne, B., & Brown, T. (1992). Nonlinear pattern separation in single hippocampal neurons with active dendritic membrane. In J. Moody, S. Hanson, & R. Lippmann (Eds.), Advances in neural information processing systems, 4 (pp. 51-58). San Mateo, CA: Morgan Kaufmann.
    • (1992) Advances in Neural Information Processing Systems , vol.4 , pp. 51-58
    • Zador, A.1    Claiborne, B.2    Brown, T.3
  • 37
    • 0001008809 scopus 로고    scopus 로고
    • VC dimension of an integrate-and-fire model neuron
    • Zador, A., & Pearlmutter, B. A. (1996). VC dimension of an integrate-and-fire model neuron. Neural Computation, 8, 611-624.
    • (1996) Neural Computation , vol.8 , pp. 611-624
    • Zador, A.1    Pearlmutter, B.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.