Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models
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DOI: 10.1371/journal.pcbi.1002249
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- Gidon Felsen & Jon Touryan & Feng Han & Yang Dan, 2005. "Cortical Sensitivity to Visual Features in Natural Scenes," PLOS Biology, Public Library of Science, vol. 3(10), pages 1-1, September.
- Yan Karklin & Michael S. Lewicki, 2009. "Emergence of complex cell properties by learning to generalize in natural scenes," Nature, Nature, vol. 457(7225), pages 83-86, January.
- Miguel Maravall & Rasmus S Petersen & Adrienne L Fairhall & Ehsan Arabzadeh & Mathew E Diamond, 2007. "Shifts in Coding Properties and Maintenance of Information Transmission during Adaptation in Barrel Cortex," PLOS Biology, Public Library of Science, vol. 5(2), pages 1-12, January.
- Donald R Cantrell & Jianhua Cang & John B Troy & Xiaorong Liu, 2010. "Non-Centered Spike-Triggered Covariance Analysis Reveals Neurotrophin-3 as a Developmental Regulator of Receptive Field Properties of ON-OFF Retinal Ganglion Cells," PLOS Computational Biology, Public Library of Science, vol. 6(10), pages 1-16, October.
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- Eva R M Joosten & Shihab A Shamma & Christian Lorenzi & Peter Neri, 2016. "Dynamic Reweighting of Auditory Modulation Filters," PLOS Computational Biology, Public Library of Science, vol. 12(7), pages 1-23, July.
- Lucas Theis & Andrè Maia Chagas & Daniel Arnstein & Cornelius Schwarz & Matthias Bethge, 2013. "Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification," PLOS Computational Biology, Public Library of Science, vol. 9(11), pages 1-9, November.
- Ross S Williamson & Maneesh Sahani & Jonathan W Pillow, 2015. "The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-31, April.
- Jian K Liu & Tim Gollisch, 2015. "Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina," PLOS Computational Biology, Public Library of Science, vol. 11(7), pages 1-30, July.
- Johnatan Aljadeff & Ronen Segev & Michael J Berry II & Tatyana O Sharpee, 2013. "Spike Triggered Covariance in Strongly Correlated Gaussian Stimuli," PLOS Computational Biology, Public Library of Science, vol. 9(9), pages 1-12, September.
- James M McFarland & Yuwei Cui & Daniel A Butts, 2013. "Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs," PLOS Computational Biology, Public Library of Science, vol. 9(7), pages 1-18, July.
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