Hierarchical Bayesian inference in the visual cortex

Neural Mechanisms of Selective Visual Attention

1995 • 7,776 citations

Distributed Hierarchical Processing in the Primate Cerebral Cortex

1991 • 7,706 citations

Sequential Monte Carlo Methods in Practice

2001 • 7,311 citations

An interactive activation model of context effects in letter perception: I. An account of basic findings.

1981 • 4,633 citations

Planning and acting in partially observable stochastic domains

1998 • 3,984 citations

Ferrier lecture - Functional architecture of macaque monkey visual cortex

1977 • 2,599 citations

A massively parallel architecture for a self-organizing neural pattern recognition machine

1987 • 2,504 citations

Handbuch der physiologischen Optik

2011 • 1,998 citations

Robust Monte Carlo localization for mobile robots

2001 • 1,796 citations

Perception as Bayesian Inference

1996 • 1,421 citations

View from the Top

2002 • 1,344 citations

Understanding belief propagation and its generalizations

2003 • 1,326 citations

The Helmholtz Machine

1995 • 1,167 citations

The "Wake-Sleep" Algorithm for Unsupervised Neural Networks

1995 • 1,100 citations

Focal attention produces spatially selective processing in visual cortical areas V1, V2, and V4 in the presence of competing stimuli

1993 • 1,069 citations

Illusory Contours and Cortical Neuron Responses

1984 • 1,065 citations

Neuronal responses to static texture patterns in area V1 of the alert macaque monkey

1992 • 1,059 citations

Visual routines

1984 • 1,036 citations

On the computational architecture of the neocortex

1991 • 959 citations

The neurophysiology of figure-ground segregation in primary visual cortex

1995 • 936 citations

Cortical feedback improves discrimination between figure and background by V1, V2 and V3 neurons

1998 • 891 citations

Contextual Modulation in Primary Visual Cortex

1996 • 890 citations

Object-based attention in the primary visual cortex of the macaque monkey

1998 • 818 citations

Global and fine information coded by single neurons in the temporal visual cortex

1999 • 761 citations

Topographical representations of mental images in primary visual cortex

1995 • 701 citations

Visuotopic organization and extent of V3 and V4 of the macaque

1988 • 682 citations

Perception of shape from shading

1988 • 668 citations

Image segmentation by data-driven markov chain monte carlo

2002 • 573 citations

Icondensation: Unifying low-level and high-level tracking in a stochastic framework

1998 • 555 citations

Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems

2004 • 552 citations

The Temporal Correlation Hypothesis of Visual Feature Integration

1999 • 548 citations

The role of the primary visual cortex in higher level vision

1998 • 513 citations

Shape perception reduces activity in human primary visual cortex

2002 • 495 citations

The What and Why of Binding

1999 • 493 citations

Two distinct modes of sensory processing observed in monkey primary visual cortex (V1)

2001 • 467 citations

Attention Modulates Contextual Influences in the Primary Visual Cortex of Alert Monkeys

1999 • 449 citations

A Neural Model of Contour Integration in the Primary Visual Cortex

1998 • 440 citations

Nonparametric belief propagation

2003 • 431 citations

Dynamics of subjective contour formation in the early visual cortex

2001 • 420 citations

Spatial Distribution of Contextual Interactions in Primary Visual Cortex and in Visual Perception

2000 • 380 citations

Probabilistic Reasoning

1993 • 361 citations

Stochastic Completion Fields: A Neural Model of Illusory Contour Shape and Salience

1997 • 329 citations

Is it a Bird? Is it a Plane? Ultra-Rapid Visual Categorisation of Natural and Artifactual Objects

2001 • 313 citations

Effects of similarity and history on neural mechanisms of visual selection

1999 • 310 citations

Dynamic Model of Visual Recognition Predicts Neural Response Properties in the Visual Cortex

1997 • 301 citations

An Interactive Activation Model of Context Effects in Letter Perception: Part I. An Account of Basic Findings

1988 • 230 citations

Spike timing, calcium signals and synaptic plasticity

2002 • 226 citations

Real and Illusory Contour Processing in Area V1 of the Primate: a Cortical Balancing Act

2001 • 209 citations

Neural activity in early visual cortex reflects behavioral experience and higher-order perceptual saliency

2002 • 201 citations

PAMPAS: real-valued graphical models for computer vision

2003 • 194 citations

The perception of shading and reflectance

1996 • 191 citations

Modeling the Temporal Dynamics of IT Neurons in Visual Search: A Mechanism for Top-Down Selective Attention

1996 • 148 citations

Compositionality, MDL Priors, and Object Recognition

1996 • 108 citations

Manifestation of scotomas created by transcranial magnetic stimulation of human visual cortex

1999 • 105 citations

Pattern Theory: A Unifying Perspective

1994 • 102 citations

On the detection of salient contours

1999 • 95 citations

Bayesian natural selection and the evolution of perceptual systems

2002 • 94 citations

Object vision and visual awareness

1998 • 86 citations

Single-unit and 2-deoxyglucose studies of side inhibition in macaque striate cortex.

1991 • 78 citations

A unified model of spatial and object attention based on inter-cortical biased competition

2002 • 71 citations

Map-Seeking Circuits in Visual Cognition: A Computational Mechanism for Biological and Machine Vision

2002 • 65 citations

Recovering reflectance and illumination in a world of painted polyhedra

2002 • 64 citations

Bayesian Unsupervised Learning of Higher Order Structure

1996 • 56 citations

The helmholtz machine

1999 • 52 citations

A Bayesian framework for understanding texture segmentation in the primary visual cortex

1995 • 49 citations

Statistical Models of Visual Shape and Motion

2001 • 35 citations

The Curve Indicator Random Field: Curve Organization Via Edge Correlation

2000 • 31 citations

Cortical Belief Networks

2003 • 19 citations

Deleted Work

1955 • 0 citations