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Review Article

Could information theory provide an ecological theory of sensory processing?

Pages 4-44 | Received 31 Dec 1991, Published online: 07 Dec 2011

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Chengjie G. Huang & Maurice J. Chacron. (2017) SK channel subtypes enable parallel optimized coding of behaviorally relevant stimulus attributes: A review. Channels 11:4, pages 281-304.
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Ling-Qi Zhang, Nicolas P Cottaris & David H Brainard. (2022) An image reconstruction framework for characterizing initial visual encoding. eLife 11.
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Scott A. Miles, David S. Rosen, Shaun Barry, David Grunberg & Norberto Grzywacz. (2021) What to Expect When the Unexpected Becomes Expected: Harmonic Surprise and Preference Over Time in Popular Music. Frontiers in Human Neuroscience 15.
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Sherain Harricharan, Margaret C. McKinnon & Ruth A. Lanius. (2021) How Processing of Sensory Information From the Internal and External Worlds Shape the Perception and Engagement With the World in the Aftermath of Trauma: Implications for PTSD. Frontiers in Neuroscience 15.
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Hongkui Wang, Li Yu, Junhui Liang, Haibing Yin, Tiansong Li & Shengwei Wang. (2021) Hierarchical Predictive Coding-Based JND Estimation for Image Compression. IEEE Transactions on Image Processing 30, pages 487-500.
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William Lotter, Gabriel Kreiman & David Cox. (2020) A neural network trained for prediction mimics diverse features of biological neurons and perception. Nature Machine Intelligence 2:4, pages 210-219.
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Eitan Z. Gross. (2020) Fisher information in Poissonian model neurons. Physica A: Statistical Mechanics and its Applications 542, pages 123451.
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Jeffrey L. Krichmar, William Severa, Muhammad S. Khan & James L. Olds. (2019) Making BREAD: Biomimetic Strategies for Artificial Intelligence Now and in the Future. Frontiers in Neuroscience 13.
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J. Gerard Wolff. (2019) Information Compression as a Unifying Principle in Human Learning, Perception, and Cognition. Complexity 2019, pages 1-38.
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Maxwell H. Turner, Luis Gonzalo Sanchez Giraldo, Odelia Schwartz & Fred Rieke. (2018) Stimulus- and goal-oriented frameworks for understanding natural vision. Nature Neuroscience 22:1, pages 15-24.
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Bart G. Borghuis, Charles P. Ratliff & Robert G. Smith. (2018) Impact of light-adaptive mechanisms on mammalian retinal visual encoding at high light levels. Journal of Neurophysiology 119:4, pages 1437-1449.
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David ZwickerArvind Murugan & Michael P. Brenner. (2016) Receptor arrays optimized for natural odor statistics. Proceedings of the National Academy of Sciences 113:20, pages 5570-5575.
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Arjun Bharioke & Dmitri B. Chklovskii. (2015) Automatic Adaptation to Fast Input Changes in a Time-Invariant Neural Circuit. PLOS Computational Biology 11:8, pages e1004315.
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Mark D. McDonnell, Feng Li, P.-O. Amblard & Alex J. Grant. (2013) Optimal sensor selection for noisy binary detection in stochastic pooling networks. Physical Review E 88:2.
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Christian Pozzorini, Richard Naud, Skander Mensi & Wulfram Gerstner. (2013) Temporal whitening by power-law adaptation in neocortical neurons. Nature Neuroscience 16:7, pages 942-948.
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Andre M. Bastos, W. Martin Usrey, Rick A. Adams, George R. Mangun, Pascal Fries & Karl J. Friston. (2012) Canonical Microcircuits for Predictive Coding. Neuron 76:4, pages 695-711.
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