Neural Quadratic Discriminant Analysis: Nonlinear Decoding with V1-Like Computation

A Convolutional Subunit Model for Neuronal Responses in Macaque V1

(2015) B. Vintch et al.   JOURNAL OF NEUROSCIENCE

Quantifying the signals contained in heterogeneous neural responses and determining their relationships with task performance

(2014) Marino Pagan et al.   JOURNAL OF NEUROPHYSIOLOGY

Dynamic Target Match Signals in Perirhinal Cortex Can Be Explained by Instantaneous Computations That Act on Dynamic Input from Inferotemporal Cortex

(2014) M. Pagan et al.   JOURNAL OF NEUROSCIENCE

Comparison of Classifiers for Decoding Sensory and Cognitive Information from Prefrontal Neuronal Populations

(2014) Elaine Astrand et al.   PLoS One

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

Computational Identification of Receptive Fields

(2013) Tatyana O. Sharpee   Annual Review of Neuroscience

Random convergence of olfactory inputs in the Drosophila mushroom body

(2013) Sophie J. C. Caron et al.   NATURE

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

The importance of mixed selectivity in complex cognitive tasks

(2013) Mattia Rigotti et al.   NATURE

Signals in inferotemporal and perirhinal cortex suggest an untangling of visual target information

(2013) Marino Pagan et al.   NATURE NEUROSCIENCE

Construction of Direction Selectivity through Local Energy Computations in Primary Visual Cortex

(2013) Timm Lochmann et al.   PLoS One

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

Neural population dynamics during reaching

(2012) Mark M. Churchland et al.   NATURE

Hierarchical processing of complex motion along the primate dorsal visual pathway

(2012) P. J. Mineault et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Decoding the activity of neuronal populations in macaque primary visual cortex

(2011) Arnulf B A Graf et al.   NATURE NEUROSCIENCE

Neural Representation of Natural Images in Visual Area V2

(2010) B. D. B. Willmore et al.   JOURNAL OF NEUROSCIENCE

Reinforcement learning can account for associative and perceptual learning on a visual-decision task

(2009) Chi-Tat Law et al.   NATURE NEUROSCIENCE

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

Kernel methods in machine learning

(2008) Thomas Hofmann et al.   ANNALS OF STATISTICS

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

(2008) Jonathan W. Pillow et al.   NATURE