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Review Article

Could information theory provide an ecological theory of sensory processing?

Pages 213-251 | Received 31 Dec 1991, Published online: 09 Jul 2009

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Joshua Gert. (2021) Information-Theoretic Adverbialism. Australasian Journal of Philosophy 99:4, pages 696-715.
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Michele Rucci. (2008) Fixational eye movements, natural image statistics, and fine spatial vision. Network: Computation in Neural Systems 19:4, pages 253-285.
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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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Gidon Felsen, Jon Touryan & Yang Dan. (2005) Contextual modulation of orientation tuning contributes to efficient processing of natural stimuli. Network: Computation in Neural Systems 16:2-3, pages 139-149.
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Michele Rucci & Antonino Casile. (2005) Fixational instability and natural image statistics: Implications for early visual representations. Network: Computation in Neural Systems 16:2-3, pages 121-138.
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Roberto Valerio & Rafael Navarro. (2003) Input–output statistical independence in divisive normalization models of V1 neurons. Network: Computation in Neural Systems 14:4, pages 733-745.
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Roberto Valerio & Rafael Navarro. (2003) Optimal coding through divisive normalization models of V1 neurons. Network: Computation in Neural Systems 14:3, pages 579-593.
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Zhiyong Yang & Dale Purves. (2003) Image/source statistics of surfaces in natural scenes. Network: Computation in Neural Systems 14:3, pages 371-390.
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C. Zetzsche & F. Rhrbein. (2001) Nonlinear and extra-classical receptive field properties and the statistics of natural scenes. Network: Computation in Neural Systems 12:3, pages 331-350.
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H. Barlow. (2001) Redundancy reduction revisited. Network: Computation in Neural Systems 12:3, pages 241-253.
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Ángel Nevado, Antonio Turiel & Néstor Parga. (2000) Scene dependence of the non-Gaussian scaling properties of natural images. Network: Computation in Neural Systems 11:2, pages 131-152.
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Pamela Reinagel & Anthony M Zador. (1999) Natural scene statistics at the centre of gaze. Network: Computation in Neural Systems 10:4, pages 341-350.
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M D Plumbley. (1999) Do cortical maps adapt to optimize information density?. Network: Computation in Neural Systems 10:1, pages 41-58.
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Rajesh P N Rao & Dana H Ballard. (1998) Development of localized oriented receptive fields by learning a translation-invariant code for natural images. Network: Computation in Neural Systems 9:2, pages 219-234.
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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 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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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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Michael A Webster. (1996) Human colour perception and its adaptation. Network: Computation in Neural Systems 7:4, pages 587-634.
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B A Olshausen & D J Field. (1996) Natural image statistics and efficient coding. Network: Computation in Neural Systems 7:2, pages 333-339.
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Anthony J Bell & Terrence J Sejnowski. (1996) Learning the higher-order structure of a natural sound. Network: Computation in Neural Systems 7:2, pages 261-266.
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Suzanna Becker. (1996) Mutual information maximization: models of cortical self-organization. Network: Computation in Neural Systems 7:1, pages 7-31.
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Joseph J Atick, Paul A Griffin & A Norman Redlich. (1996) The vocabulary of shape: principal shapes for probing perception and neural response. Network: Computation in Neural Systems 7:1, pages 1-5.
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Ryotaro Kamimura & Shohachiro Nakanishi. (1995) Hidden information maximization for feature detection and rule discovery. Network: Computation in Neural Systems 6:4, pages 577-602.
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Alessandro Campa, Paolo Del Giudice, Nestor Parga & Jean-Pierre Nadal. (1995) Maximization of mutual information in a linear noisy network: a detailed study. Network: Computation in Neural Systems 6:3, pages 449-468.
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Dawei W Dong & Joseph J Atick. (1995) Temporal decorrelation: a theory of lagged and nonlagged responses in the lateral geniculate nucleus. Network: Computation in Neural Systems 6:2, pages 159-178.
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Yair Weiss & Shimon Edelman. (1995) Representation of similarity as a goal of early visual processing. Network: Computation in Neural Systems 6:1, pages 19-41.
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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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Daniel L Ruderman. (1994) The statistics of natural images. Network: Computation in Neural Systems 5:4, pages 517-548.
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Zhaoping Li & Joseph J Atick. (1994) Efficient stereo coding in the multiscale representation. Network: Computation in Neural Systems 5:2, pages 157-174.
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S Coombes & J G Taylor. (1994) Using generalized principal component analysis to achieve associative memory in a Hopfield net. Network: Computation in Neural Systems 5:1, pages 75-88.
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M. OMIDVAR & C. L. WILSON. (1994) Information Content in Neural Net Optimization. Connection Science 6:1, pages 91-103.
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Jean-pierre Nadal & Nestor Parga. (1993) Information processing by a perceptron in an unsupervised learning task. Network: Computation in Neural Systems 4:3, pages 295-312.
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