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Network: Computation in Neural Systems Volume 22, 2011 - Issue 1-4

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Research Article

Analyzing multicomponent receptive fields from neural responses to natural stimuli

Ryan J. RowekampThe Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037, USA;The Center for Theoretical Biological Physics, University of California, San Diego, La Jolla, CA, USA

Tatyana O. SharpeeThe Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037, USA;The Center for Theoretical Biological Physics, University of California, San Diego, La Jolla, CA, USACorrespondence[email protected]

Pages 45-73 | Received 18 Nov 2010, Accepted 22 Feb 2011, Published online: 22 Jul 2011

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https://doi.org/10.3109/0954898X.2011.566303

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Srivatsun Sadagopan, Manaswini Kar & Satyabrata Parida. (2023) Quantitative models of auditory cortical processing. Hearing Research 429, pages 108697.
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Ali Almasi, Hamish Meffin, Shaun L Cloherty, Yan Wong, Molis Yunzab & Michael R Ibbotson. (2020) Mechanisms of Feature Selectivity and Invariance in Primary Visual Cortex. Cerebral Cortex 30:9, pages 5067-5087.
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Jonathan Y Shih, Kexin Yuan, Craig A Atencio & Christoph E Schreiner. (2020) Distinct Manifestations of Cooperative, Multidimensional Stimulus Representations in Different Auditory Forebrain Stations. Cerebral Cortex 30:5, pages 3130-3147.
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Craig A. Atencio & Tatyana O. Sharpee. (2017) Multidimensional receptive field processing by cat primary auditory cortical neurons. Neuroscience 359, pages 130-141.
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Davor Sluga & Uroš Lotrič. (2017) Quadratic Mutual Information Feature Selection. Entropy 19:4, pages 157.
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Johnatan Aljadeff, Benjamin J. Lansdell, Adrienne L. Fairhall & David Kleinfeld. (2016) Analysis of Neuronal Spike Trains, Deconstructed. Neuron 91:2, pages 221-259.
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Matthew L. Katz, Tim J. Viney & Konstantin Nikolic. (2016) Receptive Field Vectors of Genetically-Identified Retinal Ganglion Cells Reveal Cell-Type-Dependent Visual Functions. PLOS ONE 11:2, pages e0147738.
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Tatyana O. Sharpee. (2014) Function determines structure in complex neural networks. Proceedings of the National Academy of Sciences 111:23, pages 8327-8328.
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Miguel Maravall, Andrea Alenda, Michael R. Bale & Rasmus S. Petersen. (2013) Transformation of Adaptation and Gain Rescaling along the Whisker Sensory Pathway. PLoS ONE 8:12, pages e82418.
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Johnatan Aljadeff, Ronen Segev, Michael J. Berry & Tatyana O. Sharpee. (2013) Spike Triggered Covariance in Strongly Correlated Gaussian Stimuli. PLoS Computational Biology 9:9, pages e1003206.
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Tatyana O. Sharpee. (2013) Computational Identification of Receptive Fields. Annual Review of Neuroscience 36:1, pages 103-120.
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Joel KaardalJeffrey D. FitzgeraldMichael J. BerryIIIITatyana O. Sharpee. (2013) Identifying Functional Bases for Multidimensional Neural Computations. Neural Computation 25:7, pages 1870-1890.
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Michael EickenbergRyan J. RowekampMinjoon KouhTatyana O. Sharpee. (2012) Characterizing Responses of Translation-Invariant Neurons to Natural Stimuli: Maximally Informative Invariant Dimensions. Neural Computation 24:9, pages 2384-2421.
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Jeffrey D. Fitzgerald, Ryan J. Rowekamp, Lawrence C. Sincich & Tatyana O. Sharpee. (2011) Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models. PLoS Computational Biology 7:10, pages e1002249.
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Tatyana O Sharpee, Craig A Atencio & Christoph E Schreiner. (2011) Hierarchical representations in the auditory cortex. Current Opinion in Neurobiology 21:5, pages 761-767.
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