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

Dynamics of scene representations in the human brain revealed by magnetoencephalography and deep neural networks

(2017) Radoslaw Martin Cichy et al.   NEUROIMAGE

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

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

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Can visual information encoded in cortical columns be decoded from magnetoencephalography data in humans?

(2015) Radoslaw Martin Cichy et al.   NEUROIMAGE

Probabilistic Maps of Visual Topography in Human Cortex

(2014) Liang Wang et al.   CEREBRAL CORTEX

Predicting the Time Course of Individual Objects with MEG

(2014) Alex Clarke et al.   CEREBRAL CORTEX

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

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 Retinotopic Organization of Striate Cortex Is Well Predicted by Surface Topology

(2012) Noah C. Benson et al.   CURRENT BIOLOGY

How Does the Brain Solve Visual Object Recognition?

(2012) James J. DiCarlo et al.   NEURON

Neural Representations for Object Perception: Structure, Category, and Adaptive Coding

(2011) Zoe Kourtzi et al.   Annual Review of Neuroscience

A new neural framework for visuospatial processing

(2011) Dwight J. Kravitz et al.   NATURE REVIEWS NEUROSCIENCE

Cortical surface-based searchlight decoding

(2010) Yi Chen et al.   NEUROIMAGE

A face feature space in the macaque temporal lobe

(2009) Winrich A Freiwald et al.   NATURE NEUROSCIENCE

Bayesian Reconstruction of Natural Images from Human Brain Activity

(2009) Thomas Naselaris et al.   NEURON

Latency and Selectivity of Single Neurons Indicate Hierarchical Processing in the Human Medial Temporal Lobe

(2008) F. Mormann et al.   JOURNAL OF NEUROSCIENCE

Coding of Shape and Position in Macaque Lateral Intraparietal Area

(2008) P. Janssen et al.   JOURNAL OF NEUROSCIENCE

A neural code for three-dimensional object shape in macaque inferotemporal cortex

(2008) Yukako Yamane et al.   NATURE NEUROSCIENCE

Two hierarchically organized neural systems for object information in human visual cortex

(2008) Christina S Konen et al.   NATURE NEUROSCIENCE

How does nature program neuron types?

(2008) Alexander Borst   Frontiers in Neuroscience