-
1
-
-
0039130041
-
Classification by polynomial surfaces
-
Anthony, M. (1995). Classification by polynomial surfaces. Discrete Applied Mathematics, 61, 91-103.
-
(1995)
Discrete Applied Mathematics
, vol.61
, pp. 91-103
-
-
Anthony, M.1
-
3
-
-
0012992044
-
Quantifying generalization in linearly weighted neural networks
-
Anthony, M., & Holden, S. B. (1994). Quantifying generalization in linearly weighted neural networks. Complex Systems, 8, 91-114.
-
(1994)
Complex Systems
, vol.8
, pp. 91-114
-
-
Anthony, M.1
Holden, S.B.2
-
5
-
-
0003173321
-
Convergent algorithm for sensory receptive field development
-
Atick, J. J., & Redlich, A. N. (1993). Convergent algorithm for sensory receptive field development. Neural Computation, 5, 45-60.
-
(1993)
Neural Computation
, vol.5
, pp. 45-60
-
-
Atick, J.J.1
Redlich, A.N.2
-
6
-
-
0013037041
-
Almost linear vc dimension bounds for piecewise polynomial networks
-
Bartlett, P. L., Maiorov, V., & Meir, R. (1998). Almost linear VC dimension bounds for piecewise polynomial networks. Neural Computation, 10, 2159-2173.
-
(1998)
Neural Computation
, vol.10
, pp. 2159-2173
-
-
Bartlett, P.L.1
Maiorov, V.2
Meir, R.3
-
7
-
-
0004839896
-
The VC dimension and pseudodimension of two-layer neural networks with discrete inputs
-
Bartlett, P. L., & Williamson, R. C. (1996). The VC dimension and pseudodimension of two-layer neural networks with discrete inputs. Neural Computation, 8, 625-628.
-
(1996)
Neural Computation
, vol.8
, pp. 625-628
-
-
Bartlett, P.L.1
Williamson, R.C.2
-
9
-
-
0024750852
-
Learnability and the Vapnik-Chervonenkis dimension
-
Blumer, A., Ehrenfeucht, A., Haussler, D., & Warmuth, M. K. (1989). Learnability and the Vapnik-Chervonenkis dimension. Journal of the Association for Computing Machinery, 36, 929-965.
-
(1989)
Journal of the Association for Computing Machinery
, vol.36
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.K.4
-
10
-
-
0000621802
-
Multivariable functional interpolation and adaptive networks
-
Broomhead, D. S., & Lowe, D. (1988). Multivariable functional interpolation and adaptive networks. Complex Systems, 2, 321-355.
-
(1988)
Complex Systems
, vol.2
, pp. 321-355
-
-
Broomhead, D.S.1
Lowe, D.2
-
11
-
-
84918441630
-
Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
-
Cover, T. M. (1965). Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition. IEEE Transactions on Electronic Computers, 14, 326-334.
-
(1965)
IEEE Transactions on Electronic Computers
, vol.14
, pp. 326-334
-
-
Cover, T.M.1
-
12
-
-
0011275803
-
k do not cut all subsets of k + 2 points
-
k do not cut all subsets of k + 2 points. Advances in Mathematics, 31, 306-308.
-
(1979)
Advances in Mathematics
, vol.31
, pp. 306-308
-
-
Dudley, R.M.1
-
13
-
-
0343115514
-
The contrast sensitivity of retinal ganglion cells of the cat
-
Enroth-Cugell, C., & Robson, J. G. (1966). The contrast sensitivity of retinal ganglion cells of the cat. Journal of Physiology, 187, 517-552.
-
(1966)
Journal of Physiology
, vol.187
, pp. 517-552
-
-
Enroth-Cugell, C.1
Robson, J.G.2
-
14
-
-
0040314238
-
Lower bound on vc-dimension by local shattering
-
Erlich, Y., Chazan, D., Petrack, S., & Levy, A. (1997). Lower bound on VC-dimension by local shattering. Neural Computation, 9, 771-776.
-
(1997)
Neural Computation
, vol.9
, pp. 771-776
-
-
Erlich, Y.1
Chazan, D.2
Petrack, S.3
Levy, A.4
-
16
-
-
0001683814
-
Layered neural networks with gaussian hidden units as universal approximations
-
Hartman, E. J., Keeler, J. D., & Kowalski, J. M. (1990). Layered neural networks with gaussian hidden units as universal approximations. Neural Computation, 2, 210-215.
-
(1990)
Neural Computation
, vol.2
, pp. 210-215
-
-
Hartman, E.J.1
Keeler, J.D.2
Kowalski, J.M.3
-
17
-
-
0002192516
-
Decision theoretic generalizations of the PAC model for neural net and other learning applications
-
Haussler, D. (1992). Decision theoretic generalizations of the PAC model for neural net and other learning applications.-Information and Computation, 100, 78-150.
-
(1992)
Information and Computation
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
18
-
-
0023225525
-
Spatial properties of neurons in the monkey striate cortex
-
Hawken, M. J., & Parker, A. J. (1987). Spatial properties of neurons in the monkey striate cortex. Proceedings of the Royal Society of London, Series B, 231, 251-288.
-
(1987)
Proceedings of the Royal Society of London, Series B
, vol.231
, pp. 251-288
-
-
Hawken, M.J.1
Parker, A.J.2
-
19
-
-
0029264329
-
Generalization and PAC learning: Some new results for the class of generalized single-layer networks
-
Holden, S. B., & Rayner, P. J. W. (1995). Generalization and PAC learning: Some new results for the class of generalized single-layer networks. IEEE Transactions on Neural Networks, 6, 368-380.
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, pp. 368-380
-
-
Holden, S.B.1
Rayner, P.J.W.2
-
22
-
-
0027720987
-
Backpropagation learns Marr's operator
-
Joshi, A., & Lee, C.-H. (1993). Backpropagation learns Marr's operator. Biological Cybernetics, 70, 65-73.
-
(1993)
Biological Cybernetics
, vol.70
, pp. 65-73
-
-
Joshi, A.1
Lee, C.-H.2
-
23
-
-
0031077292
-
Polynomial bounds for VC dimension of sigmoidal and general pfaffian neural networks
-
Karpinski, M., & Macintyre, A. (1997). Polynomial bounds for VC dimension of sigmoidal and general Pfaffian neural networks. Journal of Computer and System Sciences, 54, 169-176.
-
(1997)
Journal of Computer and System Sciences
, vol.54
, pp. 169-176
-
-
Karpinski, M.1
Macintyre, A.2
-
25
-
-
77049147071
-
Discharge patterns and functional organization of mammalian retina
-
Kuffler, S. W. (1953). Discharge patterns and functional organization of mammalian retina. Journal of Neurophysiology, 16, 37-68.
-
(1953)
Journal of Neurophysiology
, vol.16
, pp. 37-68
-
-
Kuffler, S.W.1
-
26
-
-
0040908412
-
Lower bounds on the VC dimension of smoothly parameterized function classes
-
Lee, W. S., Bartlett, P. L., & Williamson, R. C. (1995). Lower bounds on the VC dimension of smoothly parameterized function classes. Neural Computation, 7, 1040-1053.
-
(1995)
Neural Computation
, vol.7
, pp. 1040-1053
-
-
Lee, W.S.1
Bartlett, P.L.2
Williamson, R.C.3
-
27
-
-
0039130036
-
Correction to "lower bounds on VC-dimension of smoothly parameterized function classes."
-
Lee, W. S., Bartlett, P. L., & Williamson, R. C. (1997). Correction to "Lower bounds on VC-dimension of smoothly parameterized function classes." Neural Computation, 9, 765-769.
-
(1997)
Neural Computation
, vol.9
, pp. 765-769
-
-
Lee, W.S.1
Bartlett, P.L.2
Williamson, R.C.3
-
28
-
-
0003346575
-
From basic network principles to neural architecture: Emergence of spatial-opponent cells
-
Linsker, R. (1986). From basic network principles to neural architecture: Emergence of spatial-opponent cells. Proceedings of the National Academy of Sciences USA, 83, 7508-7512.
-
(1986)
Proceedings of the National Academy of Sciences USA
, vol.83
, pp. 7508-7512
-
-
Linsker, R.1
-
29
-
-
0023981750
-
Self-organization in a perceptual network
-
Linsker, R. (1988). Self-organization in a perceptual network. Computer, 21(3), 105-117.
-
(1988)
Computer
, vol.21
, Issue.3
, pp. 105-117
-
-
Linsker, R.1
-
30
-
-
85156192490
-
Adaptive retina with center-surround receptive field
-
D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.). Cambridge, MA: MIT Press
-
Liu, S.-C, & Boahen, K. (1996). Adaptive retina with center-surround receptive field. In D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Advances in neural information processing systems, 8 (pp. 678-684). Cambridge, MA: MIT Press.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
, pp. 678-684
-
-
Liu, S.-C.1
Boahen, K.2
-
31
-
-
0027224339
-
Bounds on the computational power and learning complexity of analog neural nets
-
New York: ACM Press
-
Maass, W. (1993). Bounds on the computational power and learning complexity of analog neural nets. In Proceedings of the 25th Annual ACM Symposium on Theory of Computing (pp. 335-344). New York: ACM Press.
-
(1993)
Proceedings of the 25th Annual ACM Symposium on Theory of Computing
, pp. 335-344
-
-
Maass, W.1
-
32
-
-
0039716477
-
Neural nets with super-linear VC-dimension
-
Maass, W. (1994). Neural nets with super-linear VC-dimension. Neural Computation, 6, 877-884.
-
(1994)
Neural Computation
, vol.6
, pp. 877-884
-
-
Maass, W.1
-
33
-
-
0004512775
-
On the complexity of learning for spiking neurons with temporal coding
-
Maass, W., & Schmitt, M. (1999). On the complexity of learning for spiking neurons with temporal coding. Information and Computation, 153, 26-46.
-
(1999)
Information and Computation
, vol.153
, pp. 26-46
-
-
Maass, W.1
Schmitt, M.2
-
37
-
-
0023855840
-
A silicon model of early visual processing
-
Mead, C. A., & Mahowald, M. A. (1988). A silicon model of early visual processing. Neural Networks, 1, 91-97.
-
(1988)
Neural Networks
, vol.1
, pp. 91-97
-
-
Mead, C.A.1
Mahowald, M.A.2
-
38
-
-
0000041417
-
Neural networks for optimal approximation of smooth and analytic functions
-
Mhaskar, H. N. (1996). Neural networks for optimal approximation of smooth and analytic functions. Neural Computation, 8, 164-177.
-
(1996)
Neural Computation
, vol.8
, pp. 164-177
-
-
Mhaskar, H.N.1
-
39
-
-
0000672424
-
Fast learning in networks of locally-tuned processing units
-
Moody, J., & Darken, C. J. (1989). Fast learning in networks of locally-tuned processing units. Neural Computation, 1, 281-294.
-
(1989)
Neural Computation
, vol.1
, pp. 281-294
-
-
Moody, J.1
Darken, C.J.2
-
40
-
-
26744448392
-
Exact VC-dimension of Boolean monomials
-
Erratum Information Processing Letters, 60, 107, 1996
-
Natschläger, T., & Schmitt, M. (1996). Exact VC-dimension of Boolean monomials. Information Processing Letters, 59, 19-20. (Erratum Information Processing Letters, 60, 107, 1996.)
-
(1996)
Information Processing Letters
, vol.59
, pp. 19-20
-
-
Natschläger, T.1
Schmitt, M.2
-
41
-
-
0003927425
-
-
Sunderland, MA: Sinauer Associates
-
Nicholls, J. G., Martin, A. R., & Wallace, B. G. (1992). From neuron to brain: A cellular and molecular approach to the function of the nervous system (3rd ed.). Sunderland, MA: Sinauer Associates.
-
(1992)
From Neuron to Brain: A Cellular and Molecular Approach to the Function of the Nervous System (3rd Ed.)
-
-
Nicholls, J.G.1
Martin, A.R.2
Wallace, B.G.3
-
43
-
-
0000106040
-
Universal approximation using radial-basis-function networks
-
Park, J., & Sandberg, I. W. (1991). Universal approximation using radial-basis-function networks. Neural Computation, 3, 246-257.
-
(1991)
Neural Computation
, vol.3
, pp. 246-257
-
-
Park, J.1
Sandberg, I.W.2
-
44
-
-
0001002401
-
Approximation and radial-basis-function networks
-
Park, J., & Sandberg, I. W. (1993). Approximation and radial-basis-function networks. Neural Computation, 5, 305-316.
-
(1993)
Neural Computation
, vol.5
, pp. 305-316
-
-
Park, J.1
Sandberg, I.W.2
-
45
-
-
0025490985
-
Networks for approximation and learning
-
Poggio, T., & Girosi, F. (1990). Networks for approximation and learning. Proceedings of the IEEE, 78, 1481-1497.
-
(1990)
Proceedings of the IEEE
, vol.78
, pp. 1481-1497
-
-
Poggio, T.1
Girosi, F.2
-
48
-
-
0013828759
-
Quantitative analysis of cat retinal ganglion cell response to visual stimuli
-
Rodieck, R. W. (1965). Quantitative analysis of cat retinal ganglion cell response to visual stimuli. Vision Research, 5, 583-601.
-
(1965)
Vision Research
, vol.5
, pp. 583-601
-
-
Rodieck, R.W.1
-
49
-
-
0012942721
-
Tighter bounds of the VC-dimension of three layer networks
-
Hillsdale, NJ: Erlbaum
-
Sakurai, A. (1993). Tighter bounds of the VC-dimension of three layer networks. In Proceedings of the World Congress on Neural Networks (Vol. 3, pp. 540-543). Hillsdale, NJ: Erlbaum.
-
(1993)
Proceedings of the World Congress on Neural Networks
, vol.3
, pp. 540-543
-
-
Sakurai, A.1
-
51
-
-
0039238512
-
Semilinear predictability minimization produces well-known feature detectors
-
Schmidhuber, J., Eldracher, M., & Foltin, B. (1996). Semilinear predictability minimization produces well-known feature detectors. Neural Computation, 8, 773-786.
-
(1996)
Neural Computation
, vol.8
, pp. 773-786
-
-
Schmidhuber, J.1
Eldracher, M.2
Foltin, B.3
-
52
-
-
0040908410
-
On the complexity of computing and learning with multiplicative neural networks
-
in press
-
Schmitt, M. (2000). On the complexity of computing and learning with multiplicative neural networks. Neural Computation, in press.
-
(2000)
Neural Computation
-
-
Schmitt, M.1
-
53
-
-
0039130035
-
Sample sizes for threshold networks with equivalences
-
Shawe-Taylor, J. (1995). Sample sizes for threshold networks with equivalences. Information and Computation, 118, 65-72.
-
(1995)
Information and Computation
, vol.118
, pp. 65-72
-
-
Shawe-Taylor, J.1
-
54
-
-
0002959569
-
Phototransduction and information processing in the retina
-
E. R. Kandel, J. H. Schwartz, & T. M. Jessell (Eds.). Englewood Cliffs, NJ: Prentice Hall
-
Tessier-Lavigne, M. (1991). Phototransduction and information processing in the retina. In E. R. Kandel, J. H. Schwartz, & T. M. Jessell (Eds.), Principles of neural science (3rd ed., pp. 400-418). Englewood Cliffs, NJ: Prentice Hall.
-
(1991)
Principles of Neural Science 3rd Ed.
, pp. 400-418
-
-
Tessier-Lavigne, M.1
-
55
-
-
0029274150
-
VLSI implementation of receptive fields with current-mode signal processing for smart vision sensors
-
Ward, V., & Syrzycki, M. (1995). VLSI implementation of receptive fields with current-mode signal processing for smart vision sensors. Analog Integrated Circuits and Signal Processing, 7, 167-179.
-
(1995)
Analog Integrated Circuits and Signal Processing
, vol.7
, pp. 167-179
-
-
Ward, V.1
Syrzycki, M.2
-
56
-
-
0000392470
-
Some special Vapnik-Chervonenkis classes
-
Wenocur, R. S., & Dudley, R. M. (1981). Some special Vapnik-Chervonenkis classes. Discrete Mathematics, 33, 313-318.
-
(1981)
Discrete Mathematics
, vol.33
, pp. 313-318
-
-
Wenocur, R.S.1
Dudley, R.M.2
-
57
-
-
0011154685
-
Plasticity of center-surround opponent receptive fields in real and artificial neural systems of vision
-
D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.). Cambridge, MA: MIT Press
-
Yasui, S., Furukawa, T., Yamada, M., & Saito, T. (1996). Plasticity of center-surround opponent receptive fields in real and artificial neural systems of vision. In D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Advances in neural information processing systems, 8 (pp. 159-165). Cambridge, MA: MIT Press.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
, pp. 159-165
-
-
Yasui, S.1
Furukawa, T.2
Yamada, M.3
Saito, T.4
|