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Network: Computation in Neural Systems Volume 6, 1995 - Issue 3
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Original Article

Maximization of mutual information in a linear noisy network: a detailed study

Alessandro Campa Physics Laboratory, Istituto Superiore di Sanità, and INFN Sezione Sanità, Viale Regina Elena 299, I-00161, Rome, Italy
,
Paolo Del Giudice Physics Laboratory, Istituto Superiore di Sanità, and INFN Sezione Sanità, Viale Regina Elena 299, I-00161, Rome, Italy
,
Nestor Parga Departamento de Física Teórica, Universidad Autónoma de Madrid, Ciudad Universitaria de Cantoblanco, E-28049, Madrid, Spain
&
Jean-Pierre Nadal Laboratoire de Physique Statistique (Laboratoire associé au CNRS (URA 1306) et aux Universités Paris VI et Paris VII.), Ecole Normale Supérieure, 24 rue Lhomond, F-75231, Paris Cedex 05, France
Pages 449-468 | Received 10 Mar 1995, Published online: 09 Jul 2009

Citations (8)

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Read on this site (2)

F.B. Rodrguez, R. Huerta & V. Lpez. (2001) Global dynamics of a network of stochastic neurons maximizes local mutual information. Network: Computation in Neural Systems 12:1, pages 33-46.
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M Haft & J L van Hemmen. (1998) Theory and implementation of infomax filters for the retina. Network: Computation in Neural Systems 9:1, pages 39-71.
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Articles from other publishers (6)

M.A. Sanchez-Montanes & F.J. Corbacho. (2004) A New Information Processing Measure for Adaptive Complex Systems. IEEE Transactions on Neural Networks 15:4, pages 917-927.
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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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Matthew C. Wiener & Barry J. Richmond. (1999) Using Response Models to Estimate Channel Capacity for Neuronal Classification of Stationary Visual Stimuli Using Temporal Coding. Journal of Neurophysiology 82:6, pages 2861-2875.
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Jean-Pierre Nadal, Nicolas Brunel & Nestor Parga. (1998) Nonlinear feedforward networks with stochastic outputs: infomax implies redundancy reduction. Network: Computation in Neural Systems 9:2, pages 207-217.
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M Haft & J van Hemmen. (1998) Theory and implementation of infomax filters for the retina. Network: Computation in Neural Systems 9:1, pages 39-71.
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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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