Recurrence is required to capture the representational dynamics of the human visual system

Evidence that recurrent circuits are critical to the ventral stream’s execution of core object recognition behavior

(2019) Kohitij Kar et al.   NATURE NEUROSCIENCE

Beyond core object recognition: Recurrent processes account for object recognition under occlusion

(2019) Karim Rajaei et al.   PLoS Computational Biology

The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks

(2018) B.B. Bankson et al.   NEUROIMAGE

Using human brain activity to guide machine learning

(2018) Ruth C. Fong et al.   Scientific Reports

Recurrent computations for visual pattern completion

(2018) Hanlin Tang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Autoreject: Automated artifact rejection for MEG and EEG data

(2017) Mainak Jas et al.   NEUROIMAGE

Evolution of life in urban environments

(2017) Marc T. J. Johnson et al.   SCIENCE

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

Using goal-driven deep learning models to understand sensory cortex

(2016) Daniel L K Yamins et al.   NATURE NEUROSCIENCE

Representational dynamics of object recognition: Feedforward and feedback information flows

(2016) Erin Goddard et al.   NEUROIMAGE

Toward an Integration of Deep Learning and Neuroscience

(2016) Adam H. Marblestone et al.   Frontiers in Computational Neuroscience

Representational Distance Learning for Deep Neural Networks

(2016) Patrick McClure et al.   Frontiers in Computational Neuroscience

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

(2015) Nikolaus Kriegeskorte   Annual Review of Vision Science

cocor: A Comprehensive Solution for the Statistical Comparison of Correlations

(2015) Birk Diedenhofen et al.   PLoS One

Decoding Neural Representational Spaces Using Multivariate Pattern Analysis

(2014) James V. Haxby et al.   Annual Review of Neuroscience

Resolving human object recognition in space and time

(2014) Radoslaw Martin Cichy et al.   NATURE NEUROSCIENCE

The functional architecture of the ventral temporal cortex and its role in categorization

(2014) Kalanit Grill-Spector et al.   NATURE REVIEWS NEUROSCIENCE

A Toolbox for Representational Similarity Analysis

(2014) Hamed Nili 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

Tripartite Organization of the Ventral Stream by Animacy and Object Size

(2013) T. Konkle et al.   JOURNAL OF NEUROSCIENCE

Representational dynamics of object vision: The first 1000 ms

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

ICA model order selection of task co-activation networks

(2013) Kimberly L. Ray et al.   Frontiers in Neuroscience

Curvature Processing Dynamics in Macaque Area V4

(2012) Jeffrey M. Yau et al.   CEREBRAL CORTEX

The Limits of Feedforward Vision: Recurrent Processing Promotes Robust Object Recognition when Objects Are Degraded

(2012) Dean Wyatte et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

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

(2012) Talia Konkle et al.   NEURON

The ventral visual pathway: an expanded neural framework for the processing of object quality

(2012) Dwight J. Kravitz et al.   TRENDS IN COGNITIVE SCIENCES

Functional Compartmentalization and Viewpoint Generalization Within the Macaque Face-Processing System

(2010) W. A. Freiwald et al.   SCIENCE

FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

(2010) Robert Oostenveld et al.   Computational Intelligence and Neuroscience

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

Analyzing information flow in brain networks with nonparametric Granger causality

(2008) Mukeshwar Dhamala et al.   NEUROIMAGE

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

(2008) Nikolaus Kriegeskorte et al.   NEURON

How does nature program neuron types?

(2008) Alexander Borst   Frontiers in Neuroscience