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List of works by Eero Simoncelli

A Bayesian Model of Conditioned Perception ⬇️

scientific article published on January 2007

A Convolutional Subunit Model for Neuronal Responses in Macaque V1

scientific article

A blind sparse deconvolution method for neural spike identification ⬇️

scientific article published in January 2011

A functional and perceptual signature of the second visual area in primates

scientific article

A model-based spike sorting algorithm for removing correlation artifacts in multi-neuron recordings

scientific article

A unified framework and method for automatic neural spike identification

scientific article published on 30 October 2013

Attention stabilizes the shared gain of V4 populations.

scientific article

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics

scientific article

Catalyzing next-generation Artificial Intelligence through NeuroAI

scientific article published on 22 March 2023

Characterizing Neural Gain Control using Spike-triggered Covariance ⬇️

scientific article published in January 2002

Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons

scientific article published on 15 November 2019

Constraining a Bayesian Model of Human Visual Speed Perception ⬇️

scientific article published in January 2005

Contextual modulation of sensitivity to naturalistic image structure in macaque V2.

scientific article published on 11 April 2018

Differentiation of discrete multidimensional signals

scientific article published in April 2004

Dimensionality reduction in neural models: an information-theoretic generalization of spike-triggered average and covariance analysis

scientific article published on 28 April 2006

Dissociation of Choice Formation and Choice-Correlated Activity in Macaque Visual Cortex.

scientific article published on 21 April 2017

Efficient and direct estimation of a neural subunit model for sensory coding. ⬇️

scientific article published on December 2012

Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons ⬇️

scientific article published on December 2011

Efficient coding of spatial information in the primate retina

scientific article

Efficient sensory encoding and Bayesian inference with heterogeneous neural populations

scientific article published on 24 July 2014

Eigen-Distortions of Hierarchical Representations ⬇️

Flexible information routing in neural populations through stochastic comodulation ⬇️

Hierarchical Modeling of Local Image Features through L_p-Nested Symmetric Distributions ⬇️

scientific article published in January 2009

Hierarchical spike coding of sound ⬇️

scientific article

How MT cells analyze the motion of visual patterns

scientific article published on 15 October 2006

Image denoising using scale mixtures of Gaussians in the wavelet domain

scientific article

Image modeling and denoising with orientation-adapted Gaussian scale mixtures

scientific article published on November 2008

Image quality assessment: from error visibility to structural similarity

scientific article published in April 2004

Implicit encoding of prior probabilities in optimal neural populations

scientific article

Inference of nonlinear receptive field subunits with spike-triggered clustering

scientific article published on 09 March 2020

Is the homunculus "aware" of sensory adaptation?

scientific article published on December 2009

Learning to be Bayesian without Supervision ⬇️

scientific article published in January 2007

Least squares estimation without priors or supervision

scientific article published on 24 November 2010

Local Phase Coherence and the Perception of Blur ⬇️

scientific article published in January 2004

Local velocity representation: evidence from motion adaptation

scientific article published in December 1998

Machine Learning Applied to Perception: Decision Images for Gender Classification ⬇️

scholarly article by Felix A. Wichmann et al published 2005 in Advances in Neural Information Processing Systems 17

Mapping nonlinear receptive field structure in primate retina at single cone resolution

scientific article

Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Model ⬇️

scientific article published in January 2004

Maximum differentiation (MAD) competition: a methodology for comparing computational models of perceptual quantities

scientific article

Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model

scientific article published in December 2004

Metamers of the ventral stream

scientific article

Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model ⬇️

Modeling multiscale subbands of photographic images with fields of Gaussian scale mixtures

scientific article published in April 2009

Modeling the impact of common noise inputs on the network activity of retinal ganglion cells

scientific article published on 29 December 2011

Motion illusions as optimal percepts.

scientific article

Natural Sound Statistics and Divisive Normalization in the Auditory System ⬇️

Natural image statistics and neural representation

scientific article (publication date: 2001)

Near-optimal integration of orientation information across saccades

scientific article published on December 2015

Neural Quadratic Discriminant Analysis: Nonlinear Decoding with V1-Like Computation.

scientific article

Noise characteristics and prior expectations in human visual speed perception

scientific article published on 19 March 2006

Nonlinear Image Representation Using Divisive Normalization

scientific article published on January 2008

Nonlinear extraction of independent components of natural images using radial gaussianization

scientific article

Nonlinear image representation for efficient perceptual coding

scientific article published in January 2006

Optimal denoising in redundant representations

scientific article published on August 2008

Optimal inference explains the perceptual coherence of visual motion stimuli

scientific article published on 20 May 2011

Origin and Function of Tuning Diversity in Macaque Visual Cortex

scientific article

Partitioning neuronal variability

scientific article

Perceiving visual expansion without optic flow

scientific article published in Nature

Perceptual straightening of natural videos

scientific article published on 29 April 2019

Perceptually optimized image rendering

scientific article published in September 2017

Pinpointing the neural signatures of single-exposure visual recognition memory

scientific article published in 2021

Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model.

scientific article published in November 2005

Quality-aware images

scientific article published in June 2006

Range estimation by optical differentiation ⬇️

scientific article published on July 1, 1998

Recovery of sparse translation-invariant signals with continuous basis pursuit

scientific article

Reducing statistical dependencies in natural signals using radial Gaussianization. ⬇️

scientific article published on January 2008

Representation of Naturalistic Image Structure in the Primate Visual Cortex

scientific article

Scale Mixtures of Gaussians and the Statistics of Natural Images ⬇️

Seeing patterns in the noise

scientific article published in February 2003

Selectivity and tolerance for visual texture in macaque V2.

scientific article published on 12 May 2016

Sensory Adaptation within a Bayesian Framework for Perception ⬇️

scientific article published in January 2006

Slow gain fluctuations limit benefits of temporal integration in visual cortex

Sound texture perception via statistics of the auditory periphery: evidence from sound synthesis

scientific article

Spatio-temporal correlations and visual signalling in a complete neuronal population

scientific article published on 23 July 2008

Spatiotemporal elements of macaque v1 receptive fields

scientific article published in June 2005

Spike-triggered neural characterization.

scientific article published on 17 July 2006

Statistical Modeling of Images with Fields of Gaussian Scale Mixtures ⬇️

scientific article published in January 2007

Steerable wedge filters for local orientation analysis

scientific article published on 01 January 1996

Structural Approaches to Image Quality Assessment

Summary statistics in auditory perception

scientific article

Vision and the statistics of the visual environment

scientific article

Visual motion aftereffects arise from a cascade of two isomorphic adaptation mechanisms

scientific article published on 24 August 2009

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