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visual cortex

49 papers

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Co-occurring keywords

receptive field (94) natural images (24) convolutional neural network (4216) neural response (31) object recognition (271) v1 neurons (5) neural network (6616) sparse coding (234) neural encoding (50) primary visual cortex (4)

Papers

Low-dimensional models of neural population activity in sensory cortical circuits NIPS 2014
A Color Constancy Model with Double-Opponency Mechanisms ICCV 2013
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NIPS 2013
Efficient Color Boundary Detection with Color-Opponent Mechanisms CVPR 2013
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NIPS 2012
Topographic Analysis of Correlated Components ACML 2012
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NIPS 2011
Why The Brain Separates Face Recognition From Object Recognition NIPS 2011
Accounting for network effects in neuronal responses using L1 regularized point process models NIPS 2010
A biologically plausible network for the computation of orientation dominance NIPS 2010
Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NIPS 2010
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Bayesian estimation of orientation preference maps NIPS 2009
No evidence for active sparsification in the visual cortex NIPS 2009
Interpreting the neural code with Formal Concept Analysis NIPS 2008
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1 NIPS 2008
Learning Horizontal Connections in a Sparse Coding Model of Natural Images NIPS 2007
On Sparsity and Overcompleteness in Image Models NIPS 2007
Sparse deep belief net model for visual area V2 NIPS 2007
Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination NIPS 2007
Estimating disparity with confidence from energy neurons NIPS 2007
Temporal dynamics of information content carried by neurons in the primary visual cortex NIPS 2006
Neurophysiological Evidence of Cooperative Mechanisms for Stereo Computation NIPS 2006