'Artiphysiology' reveals V4-like shape tuning in a deep network trained for image classification

Processing of chromatic information in a deep convolutional neural network

(2018) Alban Flachot et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Contour Curvature As an Invariant Code for Objects in Visual Area V4

(2016) Y. El-Shamayleh et al.   JOURNAL OF NEUROSCIENCE

Deep Neural Networks as a Computational Model for Human Shape Sensitivity

(2016) Jonas Kubilius et al.   PLoS Computational Biology

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

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Representing “stuff” in visual cortex: Fig. 1.

(2015) Corey M. Ziemba et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing

(2015) Nikolaus Kriegeskorte   Annual Review of Vision Science

Spectral receptive fields do not explain tuning for boundary curvature in V4

(2014) Timothy D. Oleskiw et al.   JOURNAL OF NEUROPHYSIOLOGY

The Role of Visual Area V4 in the Discrimination of Partially Occluded Shapes

(2014) Y. Kosai et al.   JOURNAL OF 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

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

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

The Fine Structure of Shape Tuning in Area V4

(2013) Anirvan S. Nandy et al.   NEURON

Trade-off between curvature tuning and position invariance in visual area V4

(2013) T. O. Sharpee et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Shape encoding consistency across colors in primate V4

(2012) Brittany N. Bushnell et al.   JOURNAL OF NEUROPHYSIOLOGY

Balanced Increases in Selectivity and Tolerance Produce Constant Sparseness along the Ventral Visual Stream

(2012) N. C. Rust et al.   JOURNAL OF NEUROSCIENCE

Partial Occlusion Modulates Contour-Based Shape Encoding in Primate Area V4

(2011) B. N. Bushnell et al.   JOURNAL OF 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