Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

Object-Specific Semantic Coding in Human Perirhinal Cortex

(2014) A. Clarke et al.   JOURNAL OF NEUROSCIENCE

Resolving human object recognition in space and time

(2014) Radoslaw Martin Cichy et al.   NATURE NEUROSCIENCE

Performance-optimized hierarchical models predict neural responses in higher visual cortex

(2014) D. L. K. Yamins et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The impact of the lateral geniculate nucleus and corticogeniculate interactions on efficient coding and higher-order visual object processing

(2014) Sajjad Zabbah et al.   VISION RESEARCH

Feedforward object-vision models only tolerate small image variations compared to human

(2014) Masoud Ghodrati et al.   Frontiers in Computational Neuroscience

A Toolbox for Representational Similarity Analysis

(2014) Hamed Nili et al.   PLoS Computational Biology

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

(2014) Charles F. Cadieu et al.   PLoS Computational Biology

Representational Similarity Analysis Reveals Commonalities and Differences in the Semantic Processing of Words and Objects

(2013) B. J. Devereux et al.   JOURNAL OF NEUROSCIENCE

Comparing visual representations across human fMRI and computational vision

(2013) D. D. Leeds et al.   JOURNAL OF VISION

Representational dynamics of object vision: The first 1000 ms

(2013) T. Carlson et al.   JOURNAL OF VISION

Representational geometry: integrating cognition, computation, and the brain

(2013) Nikolaus Kriegeskorte et al.   TRENDS IN COGNITIVE SCIENCES

Shape Similarity, Better than Semantic Membership, Accounts for the Structure of Visual Object Representations in a Population of Monkey Inferotemporal Neurons

(2013) Carlo Baldassi et al.   PLoS Computational Biology

Compressed Sensing, Sparsity, and Dimensionality in Neuronal Information Processing and Data Analysis

(2012) Surya Ganguli et al.   Annual Review of Neuroscience

Neuronal Learning of Invariant Object Representation in the Ventral Visual Stream Is Not Dependent on Reward

(2012) N. Li et al.   JOURNAL OF NEUROSCIENCE

Categorical, Yet Graded - Single-Image Activation Profiles of Human Category-Selective Cortical Regions

(2012) M. Mur et al.   JOURNAL OF NEUROSCIENCE

The Representation of Biological Classes in the Human Brain

(2012) A. C. Connolly et al.   JOURNAL OF NEUROSCIENCE

A Real-World Size Organization of Object Responses in Occipitotemporal Cortex

(2012) Talia Konkle et al.   NEURON

A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain

(2012) Alexander G. Huth et al.   NEURON

How Can Selection of Biologically Inspired Features Improve the Performance of a Robust Object Recognition Model?

(2012) Masoud Ghodrati et al.   PLoS One

A Stable Biologically Motivated Learning Mechanism for Visual Feature Extraction to Handle Facial Categorization

(2012) Karim Rajaei et al.   PLoS One

Pattern-information analysis: From stimulus decoding to computational-model testing

(2011) Nikolaus Kriegeskorte   NEUROIMAGE

A Computational Model of the Development of Separate Representations of Facial Identity and Expression in the Primate Visual System

(2011) James Matthew Tromans et al.   PLoS One

A Biologically Plausible Transform for Visual Recognition that is Invariant to Translation, Scale, and Rotation

(2011) Pavel Sountsov et al.   Frontiers in Computational Neuroscience

Selectivity and Tolerance ("Invariance") Both Increase as Visual Information Propagates from Cortical Area V4 to IT

(2010) N. C. Rust et al.   JOURNAL OF NEUROSCIENCE

Unsupervised Natural Visual Experience Rapidly Reshapes Size-Invariant Object Representation in Inferior Temporal Cortex

(2010) Nuo Li et al.   NEURON

Relating population-code representations between man, monkey, and computational models

(2010) Nikolaus Kriegeskorte   Frontiers in Neuroscience

Cortical Columnar Organization Is Reconsidered in Inferior Temporal Cortex

(2008) T. Sato et al.   CEREBRAL CORTEX

Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields

(2008) Jim Mutch et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object Representations in the Temporal Cortex of Monkeys and Humans as Revealed by Functional Magnetic Resonance Imaging

(2008) Andrew H. Bell et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2008) Jonathan W. Pillow et al.   NATURE

Identifying natural images from human brain activity

(2008) Kendrick N. Kay et al.   NATURE

Matching Categorical Object Representations in Inferior Temporal Cortex of Man and Monkey

(2008) Nikolaus Kriegeskorte et al.   NEURON

Predicting Human Brain Activity Associated with the Meanings of Nouns

(2008) T. M. Mitchell et al.   SCIENCE

Population receptive field estimates in human visual cortex

(2007) Serge O. Dumoulin et al.   NEUROIMAGE