Perception

A lattice filter model of the visual pathway NeurIPS 2012 A mechanistic model of early sensory processing based on subtracting sparse representations NeurIPS 2012 A systematic approach to extracting semantic information from functional MRI data NeurIPS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NeurIPS 2012 Compressive neural representation of sparse, high-dimensional probabilities NeurIPS 2012 Efficient and direct estimation of a neural subunit model for sensory coding NeurIPS 2012 Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NeurIPS 2012 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012 Learning about Canonical Views from Internet Image Collections NeurIPS 2012 Memorability of Image Regions NeurIPS 2012 Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NeurIPS 2012 On the connections between saliency and tracking NeurIPS 2012 Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum L_p Loss NeurIPS 2012 Predicting Action Content On-Line and in Real Time before Action Onset – an Intracranial Human Study NeurIPS 2012 The topographic unsupervised learning of natural sounds in the auditory cortex NeurIPS 2012 Topographic Analysis of Correlated Components ACML 2012 Analytical Results for the Error in Filtering of Gaussian Processes NeurIPS 2011 An ideal observer model for identifying the reference frame of objects NeurIPS 2011 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Emergence of Multiplication in a Biophysical Model of a Wide-Field Visual Neuron for Computing Object Approaches: Dynamics, Peaks, & Fits NeurIPS 2011 Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability NeurIPS 2011 Predicting response time and error rates in visual search NeurIPS 2011 Understanding the Intrinsic Memorability of Images NeurIPS 2011 Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NeurIPS 2011