Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

The representational dynamics of task and object processing in humans

(2018) Martin N Hebart et al.   eLife

Neural Representations of Observed Actions Generalize across Static and Dynamic Visual Input

(2017) Alon Hafri et al.   JOURNAL OF NEUROSCIENCE

Task alters category representations in prefrontal but not high-level visual cortex

(2017) Lior Bugatus et al.   NEUROIMAGE

Contributions of low- and high-level properties to neural processing of visual scenes in the human brain

(2017) Iris I. A. Groen et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Coding of navigational affordances in the human visual system

(2017) Michael F. Bonner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Generic decoding of seen and imagined objects using hierarchical visual features

(2017) Tomoyasu Horikawa et al.   Nature Communications

A data driven approach to understanding the organization of high-level visual cortex

(2017) David M. Watson et al.   Scientific Reports

Scene-Selectivity and Retinotopy in Medial Parietal Cortex

(2016) Edward H. Silson et al.   Frontiers in Human Neuroscience

Functional Subdomains within Scene-Selective Cortex: Parahippocampal Place Area, Retrosplenial Complex, and Occipital Place Area

(2016) Tolga Çukur et al.   JOURNAL OF NEUROSCIENCE

Feature diagnosticity and task context shape activity in human scene-selective cortex

(2016) Matthew X. Lowe et al.   NEUROIMAGE

Reliability of dissimilarity measures for multi-voxel pattern analysis

(2016) Alexander Walther et al.   NEUROIMAGE

Making Sense of Real-World Scenes

(2016) George L. Malcolm et al.   TRENDS IN COGNITIVE SCIENCES

Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence

(2016) Radoslaw Martin Cichy et al.   Scientific Reports

CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave

(2016) Nikolaas N. Oosterhof et al.   Frontiers in Neuroinformatics

Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

(2015) U. Guclu et al.   JOURNAL OF NEUROSCIENCE

Discrimination of Visual Categories Based on Behavioral Relevance in Widespread Regions of Frontoparietal Cortex

(2015) Y. Erez et al.   JOURNAL OF NEUROSCIENCE

The lateral occipitotemporal cortex in action

(2015) Angelika Lingnau et al.   TRENDS IN COGNITIVE SCIENCES

Fourier power, subjective distance, and object categories all provide plausible models of BOLD responses in scene-selective visual areas

(2015) Mark D. Lescroart et al.   Frontiers in Computational Neuroscience

Visual dictionaries as intermediate features in the human brain

(2015) Kandan Ramakrishnan et al.   Frontiers in Computational Neuroscience

SUN Database: Exploring a Large Collection of Scene Categories

(2014) Jianxiong Xiao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Anchoring the neural compass: coding of local spatial reference frames in human medial parietal lobe

(2014) Steven A Marchette et al.   NATURE NEUROSCIENCE

eulerAPE: Drawing Area-Proportional 3-Venn Diagrams Using Ellipses

(2014) Luana Micallef et al.   PLoS One

Task context impacts visual object processing differentially across the cortex

(2014) A. Harel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

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

(2014) Seyed-Mahdi Khaligh-Razavi et al.   PLoS Computational Biology

The Occipital Place Area Is Causally and Selectively Involved in Scene Perception

(2013) D. D. Dilks et al.   JOURNAL OF NEUROSCIENCE

Multiple Object Properties Drive Scene-Selective Regions

(2012) Vanessa Troiani et al.   CEREBRAL CORTEX

Spatially Pooled Contrast Responses Predict Neural and Perceptual Similarity of Naturalistic Image Categories

(2012) Iris I. A. Groen et al.   PLoS Computational Biology

Disentangling Scene Content from Spatial Boundary: Complementary Roles for the Parahippocampal Place Area and Lateral Occipital Complex in Representing Real-World Scenes

(2011) S. Park et al.   JOURNAL OF NEUROSCIENCE

Real-World Scene Representations in High-Level Visual Cortex: It's the Spaces More Than the Places

(2011) D. J. Kravitz et al.   JOURNAL OF NEUROSCIENCE

The “Parahippocampal Place Area” Responds Preferentially to High Spatial Frequencies in Humans and Monkeys

(2011) Reza Rajimehr et al.   PLOS BIOLOGY

Natural Scene Categories Revealed in Distributed Patterns of Activity in the Human Brain

(2009) D. B. Walther et al.   JOURNAL OF NEUROSCIENCE

T1 weighted brain images at 7 Tesla unbiased for Proton Density, T2⁎ contrast and RF coil receive B1 sensitivity with simultaneous vessel visualization

(2009) Pierre-François Van de Moortele et al.   NEUROIMAGE

Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference

(2008) S SMITH et al.   NEUROIMAGE