-
1
-
-
0000717513
-
A new learning algorithm for blind signal separation
-
Cambridge, MA: MIT Press
-
Amari, S., Cichocki, A. and Yang, H. H. (1996). A new learning algorithm for blind signal separation, Advances in neural information processing systems (Vol. 8). Cambridge, MA: MIT Press.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
-
-
Amari, S.1
Cichocki, A.2
Yang, H.H.3
-
2
-
-
34548281969
-
Could information theory provide an ecological theory of sensory processing?
-
Atick, J. J. (1992). Could information theory provide an ecological theory of sensory processing? Network, 3, 213-251.
-
(1992)
Network
, vol.3
, pp. 213-251
-
-
Atick, J.J.1
-
3
-
-
0000302918
-
Towards a theory of early visual processing
-
Atick, J. J. & Redlich, A. N. (1990). Towards a theory of early visual processing. Neural Computation, 2, 308-320.
-
(1990)
Neural Computation
, vol.2
, pp. 308-320
-
-
Atick, J.J.1
Redlich, A.N.2
-
4
-
-
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
-
5
-
-
0037599835
-
Searching for filters with "interesting" output distributions: An uninteresting direction to explore?
-
in press
-
Baddeley, R. (1996). Searching for filters with "interesting" output distributions: an uninteresting direction to explore? Network, in press.
-
(1996)
Network
-
-
Baddeley, R.1
-
6
-
-
0001471775
-
Unsupervised learning
-
Barlow, H. B. (1989). Unsupervised learning. Neural Computation, 1, 295-311.
-
(1989)
Neural Computation
, vol.1
, pp. 295-311
-
-
Barlow, H.B.1
-
7
-
-
0000797290
-
What is the computational goal of the neocortex?
-
Koch, C. (Ed.). Cambridge, MA: MIT Press
-
Barlow, H. B. (1994). What is the computational goal of the neocortex? In Koch, C. (Ed.) Large-scale neuronal theories of the brain. Cambridge, MA: MIT Press.
-
(1994)
Large-scale Neuronal Theories of the Brain
-
-
Barlow, H.B.1
-
9
-
-
0005697223
-
Self-organisation in real neurons: Anti-Hebb in channel space?
-
Moody, J. et al (Eds). Morgan-Kaufmann
-
Bell, A. J. (1992). Self-organisation in real neurons: anti-Hebb in channel space? In Moody, J. et al. (Eds) Advances in neural information processing systems (Vol. 4, pp. 59-66). Morgan-Kaufmann.
-
(1992)
Advances in Neural Information Processing Systems
, vol.4
, pp. 59-66
-
-
Bell, A.J.1
-
10
-
-
0029411030
-
An information maximization approach to blind separation and blind deconvolution
-
Bell, A. J. & Sejnowski, T. J. (1995a). An information maximization approach to blind separation and blind deconvolution. Neural Computation, 7, 1129-1159.
-
(1995)
Neural Computation
, vol.7
, pp. 1129-1159
-
-
Bell, A.J.1
Sejnowski, T.J.2
-
13
-
-
0000377432
-
Optimal sampling of natural images: A design principle for the visual system?
-
Touretzky, D. (Ed.). Morgan-Kaufmann
-
Bialek, W., Ruderman, D. L. & Zee, A. (1991). Optimal sampling of natural images: a design principle for the visual system? In Touretzky, D. (Ed.), Advances in Neural Information Processing Systems (Vol. 1). Morgan-Kaufmann.
-
(1991)
Advances in Neural Information Processing Systems
, vol.1
-
-
Bialek, W.1
Ruderman, D.L.2
Zee, A.3
-
14
-
-
0020074887
-
Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
-
Bienenstock, E. L., Cooper, L. N. & Munro, P. W. (1982). Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. Journal of Neuroscience, 21, 32-48.
-
(1982)
Journal of Neuroscience
, vol.21
, pp. 32-48
-
-
Bienenstock, E.L.1
Cooper, L.N.2
Munro, P.W.3
-
15
-
-
0003249650
-
Feature detection in biological and artificial vision systems
-
Blakemore, C. (Ed.). Cambridge, U.K.: Cambridge University Press
-
Burr, D. C. & Morrone, M. C. (1990). Feature detection in biological and artificial vision systems. In Blakemore, C. (Ed.), Vision: coding and efficiency. Cambridge, U.K.: Cambridge University Press.
-
(1990)
Vision: Coding and Efficiency
-
-
Burr, D.C.1
Morrone, M.C.2
-
17
-
-
0028498103
-
Robust learning algorithm for blind separation of signals
-
Cichocki, A., Unbehauen, R. & Rummert, E. (1994). Robust learning algorithm for blind separation of signals. Electronics Letters, 3017, 1386-1387.
-
(1994)
Electronics Letters
, vol.3017
, pp. 1386-1387
-
-
Cichocki, A.1
Unbehauen, R.2
Rummert, E.3
-
18
-
-
0028416938
-
Independent component analysis, a new concept?
-
Comon, P. (1994). Independent component analysis, a new concept? Signal Processing, 36, 287-314.
-
(1994)
Signal Processing
, vol.36
, pp. 287-314
-
-
Comon, P.1
-
20
-
-
0022098435
-
Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
-
Daugman, J. G. (1985). Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. Journal of the Optical Society of America A, 27, 1160-1169.
-
(1985)
Journal of the Optical Society of America A
, vol.27
, pp. 1160-1169
-
-
Daugman, J.G.1
-
21
-
-
0029933522
-
Orientation selectivity of thalamic input to simple cells of cat visual cortex
-
Ferster, D., Chung, S. & Wheat, H. (1996). Orientation selectivity of thalamic input to simple cells of cat visual cortex. Nature, 380, 249-252.
-
(1996)
Nature
, vol.380
, pp. 249-252
-
-
Ferster, D.1
Chung, S.2
Wheat, H.3
-
22
-
-
33645801309
-
Relations between the statistics of natural images and the response properties of cortical cells
-
Field, D. J. (1987). Relations between the statistics of natural images and the response properties of cortical cells. Journal of the Optical Society of America A, 412, 2370-2393.
-
(1987)
Journal of the Optical Society of America A
, vol.412
, pp. 2370-2393
-
-
Field, D.J.1
-
23
-
-
0000929221
-
What is the goal of sensory coding?
-
Field, D. J. (1994). What is the goal of sensory coding? Neural Computation, 6, 559-601.
-
(1994)
Neural Computation
, vol.6
, pp. 559-601
-
-
Field, D.J.1
-
24
-
-
0025604930
-
Forming sparse representations by local anti-hebbian learning
-
Földiák, P. (1990). Forming sparse representations by local anti-Hebbian learning. Biological Cybernetics, 64, 165-170.
-
(1990)
Biological Cybernetics
, vol.64
, pp. 165-170
-
-
Földiák, P.1
-
25
-
-
0000435426
-
Finding compact and sparse-distributed representations of visual images
-
Fyfe, C. & Baddeley, R. (1995). Finding compact and sparse-distributed representations of visual images. Network, 6, 333-344.
-
(1995)
Network
, vol.6
, pp. 333-344
-
-
Fyfe, C.1
Baddeley, R.2
-
26
-
-
0040920986
-
Performance of stochastic net
-
Goodall, M. C. (1960). Performance of stochastic net. Nature, 185, 557-558.
-
(1960)
Nature
, vol.185
, pp. 557-558
-
-
Goodall, M.C.1
-
27
-
-
36149034635
-
The principal components of natural images
-
Hancock, P. J. B., Baddeley, R. J. & Smith, L. S. (1992). The principal components of natural images. Network, 3, 61-72.
-
(1992)
Network
, vol.3
, pp. 61-72
-
-
Hancock, P.J.B.1
Baddeley, R.J.2
Smith, L.S.3
-
28
-
-
0000852458
-
Development of low entropy coding in a recurrent network
-
in press
-
Harpur, G. F. & Prager, R. W. (1996). Development of low entropy coding in a recurrent network. Network, in press.
-
(1996)
Network
-
-
Harpur, G.F.1
Prager, R.W.2
-
30
-
-
0014266913
-
Receptive fields and functional architecture of monkey striate cortex
-
Hubel, D. H. & Wiesel, T. N. (1968). Receptive fields and functional architecture of monkey striate cortex. Journal of Physiology, 195, 215-244.
-
(1968)
Journal of Physiology
, vol.195
, pp. 215-244
-
-
Hubel, D.H.1
Wiesel, T.N.2
-
31
-
-
0016278311
-
Uniformity of monkey striate cortex: A parallel relationship between field size, scatter, and magnification factor
-
Hubel, D. H. & Wiesel, T. N. (1974). Uniformity of monkey striate cortex: a parallel relationship between field size, scatter, and magnification factor. Journal of Comparative Neurology, 158, 295-306.
-
(1974)
Journal of Comparative Neurology
, vol.158
, pp. 295-306
-
-
Hubel, D.H.1
Wiesel, T.N.2
-
33
-
-
0001919309
-
Feature extraction using an unsupervised neural network
-
Intrator, N. (1992). Feature extraction using an unsupervised neural network. Neural Computation, 4, 98-107.
-
(1992)
Neural Computation
, vol.4
, pp. 98-107
-
-
Intrator, N.1
-
34
-
-
0026191274
-
Blind separation of sources, Part I: An adaptive algorithm based on neuromimetic architecture
-
Jutten, C. & Hérault, J. (1991). Blind separation of sources, Part I: an adaptive algorithm based on neuromimetic architecture. Signal Processing, 24, 1-10.
-
(1991)
Signal Processing
, vol.24
, pp. 1-10
-
-
Jutten, C.1
Hérault, J.2
-
35
-
-
0141711940
-
Neural estimation of basis vectors in independent component analysis
-
Karhunen, J., Wang, L. & Jousensalo, J. (1995). Neural estimation of basis vectors in Independent Component Analysis, Proc. ICANN, Paris, 1995.
-
(1995)
Proc. ICANN, Paris, 1995
-
-
Karhunen, J.1
Wang, L.2
Jousensalo, J.3
-
36
-
-
0031139249
-
A class of neural networks for independent component analysis
-
Karhunen, J., Oja, E., Wang, L., Vigario, R. & Joutsenalo, J. (1996). A class of neural networks for independent component analysis. submitted to IEEE Trans. on Neural Networks.
-
(1996)
IEEE Trans. on Neural Networks
-
-
Karhunen, J.1
Oja, E.2
Wang, L.3
Vigario, R.4
Joutsenalo, J.5
-
37
-
-
0019620028
-
A simple coding procedure enhances a neuron's information capacity
-
Laughlin, S. (1981). A simple coding procedure enhances a neuron's information capacity. Z. Naturforsch., 36, 910-912.
-
(1981)
Z. Naturforsch
, vol.36
, pp. 910-912
-
-
Laughlin, S.1
-
38
-
-
0028050061
-
Formation of receptive fields in realistic visual environments according to the Bienestock, Cooper and Munro (BCM) theory
-
Law, C. C. & Cooper, L. N. (1994). Formation of receptive fields in realistic visual environments according to the Bienestock, Cooper and Munro (BCM) theory. Proceedings of the National Academy of Sciences USA, 91, 7797-7801.
-
(1994)
Proceedings of the National Academy of Sciences USA
, vol.91
, pp. 7797-7801
-
-
Law, C.C.1
Cooper, L.N.2
-
39
-
-
84898994677
-
Blind separation of delayed and convolved sources
-
Cambridge, MA: MIT Press
-
Lee, T.-W., Bell, A. J. & Lambert, R. (1997). Blind separation of delayed and convolved sources, in Advances in neural information processing systems (Vol. 9). Cambridge, MA: MIT Press.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
-
-
Lee, T.-W.1
Bell, A.J.2
Lambert, R.3
-
40
-
-
0001525549
-
Local synaptic learning rules suffice to maximise mutual information in a linear network
-
Linsker, R. (1992). Local synaptic learning rules suffice to maximise mutual information in a linear network. Neural Computation, 4, 691-702.
-
(1992)
Neural Computation
, vol.4
, pp. 691-702
-
-
Linsker, R.1
-
41
-
-
0023981750
-
Self-organization in a perceptual network
-
Linsker, R. (1988). Self-organization in a perceptual network. Computer, 21, 105-117.
-
(1988)
Computer
, vol.21
, pp. 105-117
-
-
Linsker, R.1
-
43
-
-
0001834698
-
Correlation-based models of neural development
-
Gluck, M. & Rumelhart, D. (Eds). Hillsdale, NJ: Lawrence Erlbaum
-
Miller, K. D. (1988). Correlation-based models of neural development. In Gluck, M. & Rumelhart, D. (Eds), Neuroscience and connectionist theory (pp. 267-353). Hillsdale, NJ: Lawrence Erlbaum.
-
(1988)
Neuroscience and Connectionist Theory
, pp. 267-353
-
-
Miller, K.D.1
-
44
-
-
0000772267
-
Non-linear neurons in the low noise limit: A factorial code maximises information transfer
-
Nadal, J-P. & Parga, N. (1994). Non-linear neurons in the low noise limit: a factorial code maximises information transfer. Network, 5, 565-581.
-
(1994)
Network
, vol.5
, pp. 565-581
-
-
Nadal, J.-P.1
Parga, N.2
-
45
-
-
0026954958
-
Neural networks, principal components and linear neural networks
-
Oja, E. (1989). Neural networks, principal components and linear neural networks. Neural Networks, 5, 927-935.
-
(1989)
Neural Networks
, vol.5
, pp. 927-935
-
-
Oja, E.1
-
46
-
-
0004059470
-
-
MIT AI-memo No. 1580, AI-lab, MIT
-
Olshausen, B. A. (1996) Learning linear, sparse, factorial codes, MIT AI-memo No. 1580, AI-lab, MIT.
-
(1996)
Learning Linear, Sparse, Factorial Codes
-
-
Olshausen, B.A.1
-
48
-
-
0002049291
-
Separation of a mixture of independent sources through a maximum likelihood approach
-
Pham, D. T., Garrat, P. & Jutten, C. (1992). Separation of a mixture of independent sources through a maximum likelihood approach, in Proc. EU-SIPCO, 771-774.
-
(1992)
Proc. EU-SIPCO
, pp. 771-774
-
-
Pham, D.T.1
Garrat, P.2
Jutten, C.3
-
50
-
-
0024883243
-
Optimal unsupervised learning in a single-layer network
-
Sanger, T. D. (1989). Optimal unsupervised learning in a single-layer network. Neural Networks, 2, 459-473.
-
(1989)
Neural Networks
, vol.2
, pp. 459-473
-
-
Sanger, T.D.1
-
51
-
-
0039238512
-
Semi-linear predictability minimization produces well-known feature detectors
-
in press
-
Schmidhuber, J., Eldracher, M. & Foltin, B. (1996). Semi-linear predictability minimization produces well-known feature detectors, Neural Computation, in press.
-
(1996)
Neural Computation
-
-
Schmidhuber, J.1
Eldracher, M.2
Foltin, B.3
-
53
-
-
0029725825
-
Blind separation of convolved sources based on information maximisation
-
Kyota, Japan, Sept. 1996
-
Torkkola, K. (1996). Blind separation of convolved sources based on information maximisation. Proc. IEEE Workshop on Neural Networks and Signal Processing, Kyota, Japan, Sept. 1996.
-
(1996)
Proc. IEEE Workshop on Neural Networks and Signal Processing
-
-
Torkkola, K.1
-
54
-
-
0027015278
-
A theory of maximising sensory information
-
van Hateren, J. H. (1992). A theory of maximising sensory information. Biol. Cybern., 68, 23-29.
-
(1992)
Biol. Cybern.
, vol.68
, pp. 23-29
-
-
Van Hateren, J.H.1
|