Identifying natural images from human brain activity

Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex

2001 • 3,966 citations

Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters

1985 • 3,169 citations

Borders of Multiple Visual Areas in Humans Revealed by Functional Magnetic Resonance Imaging

1995 • 2,681 citations

Natural Image Statistics and Neural Representation

2001 • 2,366 citations

Linear Systems Analysis of Functional Magnetic Resonance Imaging in Human V1

1996 • 2,356 citations

On the momentum term in gradient descent learning algorithms

1999 • 2,134 citations

Decoding mental states from brain activity in humans

2006 • 1,865 citations

Decoding the visual and subjective contents of the human brain

2005 • 1,832 citations

Optimal experimental design for event-related fMRI

1999 • 1,744 citations

An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex

1987 • 1,664 citations

Image representation using 2D Gabor wavelets

1996 • 1,636 citations

Interpreting the BOLD Signal

2004 • 1,518 citations

Population receptive field estimates in human visual cortex

2007 • 1,192 citations

Visual Field Maps in Human Cortex

2007 • 1,174 citations

An Integrated Software Suite for Surface-based Analyses of Cerebral Cortex

2001 • 1,149 citations

A Cortical Region Consisting Entirely of Face-Selective Cells

2006 • 1,116 citations

Functional magnetic resonance imaging (fMRI) “brain reading”: detecting and classifying distributed patterns of fMRI activity in human visual cortex

2003 • 1,072 citations

Mapping striate and extrastriate visual areas in human cerebral cortex.

1996 • 1,050 citations

What does fMRI tell us about neuronal activity?

2002 • 1,037 citations

Mental Imagery of Faces and Places Activates Corresponding Stimulus-Specific Brain Regions

2000 • 1,033 citations

Predicting the orientation of invisible stimuli from activity in human primary visual cortex

2005 • 880 citations

Fast Readout of Object Identity from Macaque Inferior Temporal Cortex

2005 • 864 citations

Functional Analysis of V3A and Related Areas in Human Visual Cortex

1997 • 823 citations

Interpreting Neuronal Population Activity by Reconstruction: Unified Framework With Application to Hippocampal Place Cells

1998 • 744 citations

A direct quantitative relationship between the functional properties of human and macaque V5

2000 • 676 citations

Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains

2001 • 609 citations

Two Retinotopic Visual Areas in Human Lateral Occipital Cortex

2006 • 599 citations

Vector reconstruction from firing rates

1994 • 488 citations

Functional analysis of primary visual cortex (V1) in humans

1998 • 483 citations

Reliable online human signature verification systems

1996 • 381 citations

An oblique effect in human primary visual cortex

2000 • 362 citations

Estimating Receptive Field Size from fMRI Data in Human Striate and Extrastriate Visual Cortex

2001 • 356 citations

COMPLETE FUNCTIONAL CHARACTERIZATION OF SENSORY NEURONS BY SYSTEM IDENTIFICATION

2006 • 351 citations

Inverse retinotopy: Inferring the visual content of images from brain activation patterns

2006 • 349 citations

Predicting the Stream of Consciousness from Activity in Human Visual Cortex

2005 • 336 citations

Partially Distributed Representations of Objects and Faces in Ventral Temporal Cortex

2005 • 325 citations

A human parietal face area contains aligned head-centered visual and tactile maps

2006 • 320 citations

Reconstruction of Natural Scenes from Ensemble Responses in the Lateral Geniculate Nucleus

1999 • 242 citations

Orientation-Selective Adaptation to First- and Second-Order Patterns in Human Visual Cortex

2005 • 241 citations

A comparative study of several smoothing methods in density estimation

1994 • 220 citations

Orientation-Tuned fMRI Adaptation in Human Visual Cortex

2005 • 205 citations

Functional Magnetic Resonance Imaging (fMRI)

2002 • 204 citations

The Radial Bias: A Different Slant on Visual Orientation Sensitivity in Human and Nonhuman Primates

2006 • 199 citations

Spatiotemporal Frequency and Direction Sensitivities of Human Visual Areas Measured Using fMRI

2000 • 189 citations

Orientation-Specific Adaptation in Human Visual Cortex

2003 • 175 citations

Topographic Organization in and near Human Visual Area V4

2007 • 164 citations

BOLD fMRI Response of Early Visual Areas to Perceived Contrast in Human Amblyopia

2000 • 112 citations

Adaptation of Oriented and Unoriented Color-Selective Neurons in Human Visual Areas

2005 • 108 citations

Nonmonotonic noise tuning of BOLD fMRI signal to natural images in the visual cortex of the anesthetized monkey

2001 • 95 citations

Responses of human visual cortex to uniform surfaces

2004 • 94 citations

BOLD fMRI and psychophysical measurements of contrast response to broadband images

2003 • 87 citations

Parametric reverse correlation reveals spatial linearity of retinotopic human V1 BOLD response

2004 • 85 citations

Multifocal fMRI mapping of visual cortical areas

2005 • 84 citations

Modeling low‐frequency fluctuation and hemodynamic response timecourse in event‐related fMRI

2007 • 76 citations

Spatially Specific fMRI Repetition Effects in Human Visual Cortex

2006 • 39 citations

Method for functional MRI mapping of nonlinear response

2003 • 28 citations

fMRI localizer technique: Efficient acquisition and functional properties of single retinotopic positions in the human visual cortex

2005 • 26 citations

Estimation in linear models using gradient descent with early stopping

1994 • 15 citations