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Network: Computation in Neural Systems Volume 4, 1993 - Issue 3
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Original Article

Information processing by a perceptron in an unsupervised learning task

Jean-pierre Nadal Laboratoire de Physique Statistique (Laboratoire associé au CNRS (URA 1306) et aux Universités Paris VI et Pais VII), Ecole Normale Supérieure, 24 rue Lhomond, F-75231, Paris Cedex 05, France
&
Nestor Parga Departamento de Fisica Teórica, Universidad Autónoma de Madrid, Canto Blanco, 28049, Madrid, Spain
Pages 295-312 | Received 15 Mar 1993, Published online: 09 Jul 2009

Citations (20)

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Li Zhaoping. (2006) Theoretical understanding of the early visual processes by data compression and data selection. Network: Computation in Neural Systems 17:4, pages 301-334.
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Elka Korutcheva, Nestor Parga & Jean-Pierre Nadal. (1997) Information processing by a noisy binary channel. Network: Computation in Neural Systems 8:4, pages 405-424.
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Jean-Pierre Nadal & Nestor Parga. (1994) Nonlinear neurons in the low-noise limit: a factorial code maximizes information transfer. Network: Computation in Neural Systems 5:4, pages 565-581.
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Articles from other publishers (17)

Tobias Kühn & Rémi Monasson. (2023) Information content in continuous attractor neural networks is preserved in the presence of moderate disordered background connectivity. Physical Review E 108:6.
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Raja Kishor Duggirala. 2022. Data Clustering. Data Clustering.
Juan Luis Nieves, Juan Ojeda, Luis Gómez-Robledo & Javier Romero. (2021) Psychophysical Determination of the Relevant Colours That Describe the Colour Palette of Paintings. Journal of Imaging 7:4, pages 72.
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Erika Cerasti & Alessandro Treves. (2010) How Informative Are Spatial CA3 Representations Established by the Dentate Gyrus?. PLoS Computational Biology 6:4, pages e1000759.
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Riccardo Boscolo. 2006. Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
R. Boscolo, H. Pan & V.P. Roychowdhury. (2004) Independent Component Analysis Based on Nonparametric Density Estimation. IEEE Transactions on Neural Networks 15:1, pages 55-65.
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Valeria Del Prete & Alessandro Treves. (2002) Replica symmetric evaluation of the information transfer in a two-layer network in the presence of continuous and discrete stimuli. Physical Review E 65:4.
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Haim Sompolinsky, Hyoungsoo Yoon, Kukjin Kang & Maoz Shamir. (2001) Population coding in neuronal systems with correlated noise. Physical Review E 64:5.
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Antonio Turiel, Elka Korutcheva & Néstor Parga. (1999) The mutual information of a stochastic binary channel: validity of the replica symmetry ansatz. Journal of Physics A: Mathematical and General 32:10, pages 1875-1894.
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Simon R. Schultz & Edmund T. Rolls. (1999) Analysis of information transmission in the schaffer collaterals. Hippocampus 9:5, pages 582-598.
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Simon Schultz & Alessandro Treves. (1998) Stability of the replica-symmetric solution for the information conveyed by a neural network. Physical Review E 57:3, pages 3302-3310.
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Elka Korutcheva, Nestor Parga & Jean-Pierre Nadal. (1997) Information processing by a noisy binary channel. Network: Computation in Neural Systems 8:4, pages 405-424.
Crossref
Simon Schultz, Stefano Panzeri, Alessandro Treves & Edmund T. Rolls. 1997. Artificial Neural Networks — ICANN'97. Artificial Neural Networks — ICANN'97 61 66 .
Alessandro Treves. (1995) Quantitative estimate of the information relayed by the Schaffer collaterals. Journal of Computational Neuroscience 2:3, pages 259-272.
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Manfred Opper. (1995) Statistical physics estimates for the complexity of feedforward neural networks. Physical Review E 51:4, pages 3613-3618.
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Jean-Pierre Nadal & Nestor Parga. (1994) Nonlinear neurons in the low-noise limit: a factorial code maximizes information transfer. Network: Computation in Neural Systems 5:4, pages 565-581.
Crossref
T L H Watkin & J -P Nadal. (1994) Optimal unsupervised learning. Journal of Physics A: Mathematical and General 27:6, pages 1899-1915.
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