Complex cell pooling and the statistics of natural images

Keywords

Pension, Bond, Bond market, Finance, Economics

References

• Natural signal statistics and sensory gain controlOdelia Schwartz, Eero P. Simoncelli — 2001
• The "independent components" of natural scenes are edge filters.Anthony J. Bell, Terrence J. Sejnowski — 1997
• Functional connectivity between simple cells and complex cells in cat striate cortexJosé‐Manuel Alonso, Luis M. Martinez — 1998
• Complex cells as cortically amplified simple cellsFrances S. Chance, Sacha B. Nelson, L. F. Abbott — 1999
• Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2Aapo Hyvärinen, Michael U. Gutmann, Patrik O. Hoyer — 2005
• A 2.|E|-Bit Distributed Algorithm for the Directed Euler Trail ProblemWen‐Huei Chen, Chuan Yi Tang — 1993
• Lp-norm spherical distributionArjun K. Gupta, D. Song — 1997
• Quadratic forms in natural imagesWakako Hashimoto — 2003
• Learning higher-order structures in natural imagesYan Karklin, Michael S. Lewicki — 2003
• Independent component filters of natural images compared with simple cells in primary visual cortexJ. H. van Hateren, A. van der Schaaf — 1998
• Sparse coding with an overcomplete basis set: a strategy employed by V1?Bruno A. Olshausen, David J. Field — 1997
• Learning the Nonlinearity of Neurons from Natural Visual StimuliChristoph Kayser, Konrad P. Körding, Peter König — 2003
• Spatiotemporal energy models for the perception of motion.Edward H. Adelson, James R. Bergen — 1985
• Information-theoretic inequalities for contoured probability distributionsOnur G. Guleryuz, Erwin Lutwak, Deane Yang — 2002
• Training Products of Experts by Minimizing Contrastive DivergenceGeoffrey E. Hinton — 2002
• Neural mechanisms for processing binocular information I. Simple cells.Akiyuki Anzai, Izumi Ohzawa, Ralph D. Freeman — 1999
• Symmetric Multivariate and Related DistributionsSanat K. Sarkar, Kai-Tai Fang, Samuel Kotz — 1989
• How are complex cell properties adapted to the statistics of natural stimuli?Konrad P. Körding, Christoph Kayser, Wolfgang Einhäuser — 2004
• Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature SubspacesAapo Hyvärinen, Patrik O. Hoyer — 2000
• Fast and robust fixed-point algorithms for independent component analysisAapo Hyvärinen — 1999

Cited by

• Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural ImagesAntonio María Lorca Navarrete — 2012
• A Deep Learning Pipeline for Image Understanding and Acoustic ModelingPierre Sermanet — 2014
• How Much Can Orientation Selectivity and Contrast Gain Control Reduce the Redundancies in Natural ImagesFH Sinz, Matthias Bethge — 2008
• Orientation Selectivity and Contrast Gain Control in Representations of Natural Images (Orientierungsselektivität und Kontrastverstärkungsregelung in Repräsentationen von natürlichen Bildern)Fabian H Sinz — 2011
• A Probabilistic Approach to the Primary Visual CortexUrs Köster — 2009
• The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy ReductionMatthias Bethge — 2008
• Theoretical models of neural circuit development.Hugh D. Simpson, Duncan Mortimer, Geoffrey J. Goodhill — 2009
• Why do linear SVMs trained on HOG features perform so well?Hilton Bristow, Simon Lucey — 2014
• Natural Image Coding in V1: How Much Use Is Orientation Selectivity?J Eichhorn, Fabian H. Sinz, Matthias Bethge — 2008
• A Two-Layer Model of Natural Stimuli Estimated with Score MatchingUrs Köster, Aapo Hyvärinen — 2010
• Learning Topographic Representations of Nature Images with Pairwise CumulantZhe Wang, Yaping Huang, Xiaoyue Luo — 2011
• Natural image statistics: Energy-based models estimated by score matchingUrs Köster, Aapo Hyvärinen — 2009
• Lp-Nested Symmetric DistributionsFabian H. Sinz, Matthias Bethge — 2010
• FastISA: A fast fixed-point algorithm for independent subspace analysisAapo Hyvärinen, Urs Köster — 2006
• Learning invariant features through topographic filter mapsKoray Kavukcuoglu, Marc’Aurelio Ranzato, Rob Fergus — 2009
• Learning Adaptive Correlations of Independent Components for Complex Cell ModelingZhe Wang, Siwei Luo, Yaping Huang — 2009
• Hierarchical Modeling of Local Image Features through L_p-Nested Symmetric DistributionsMatthias Bethge, Eero P. Simoncelli, Fabian H. Sinz — 2009
• Learning Feature Hierarchies for Object RecognitionYann LeCun, Koray Kavukcuoglu — 2010
• A Pairwise Cumulant-Based Model for Topographic Representations of Nature Image: A Pairwise Cumulant-Based Model for Topographic Representations of Nature ImageZhe Wang, Yaping Huang, Siwei Luo — 2012
• Sparse Coding Model Based on Structural SimilarityZhiqing Li, Zhiping Shi, Zhixin Li — 2010

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