visual cortex

Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NeurIPS 2019 Adaptive stimulus selection for optimizing neural population responses NeurIPS 2017 Do Deep Neural Networks Suffer from Crowding? NeurIPS 2017 Neural system identification for large populations separating “what” and “where” NeurIPS 2017 How Deep is the Feature Analysis underlying Rapid Visual Categorization? NeurIPS 2016 Convolutional spike-triggered covariance analysis for neural subunit models NeurIPS 2015 Low-dimensional models of neural population activity in sensory cortical circuits NeurIPS 2014 A Color Constancy Model with Double-Opponency Mechanisms ICCV 2013 Efficient Color Boundary Detection with Color-Opponent Mechanisms CVPR 2013 Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NeurIPS 2013 Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NeurIPS 2012 Topographic Analysis of Correlated Components ACML 2012 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Why The Brain Separates Face Recognition From Object Recognition NeurIPS 2011 A biologically plausible network for the computation of orientation dominance NeurIPS 2010 Accounting for network effects in neuronal responses using L1 regularized point process models NeurIPS 2010 Evaluating neuronal codes for inference using Fisher information NeurIPS 2010 Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NeurIPS 2010 Bayesian estimation of orientation preference maps NeurIPS 2009 No evidence for active sparsification in the visual cortex NeurIPS 2009 On Invariance in Hierarchical Models NeurIPS 2009 Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing NeurIPS 2009 Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1 NeurIPS 2008 Interpreting the neural code with Formal Concept Analysis NeurIPS 2008