Inferring the function performed by a recurrent neural network

Task representations in neural networks trained to perform many cognitive tasks

(2019) Guangyu Robert Yang et al.   NATURE NEUROSCIENCE

Revealing neural correlates of behavior without behavioral measurements

(2019) Alon Rubin et al.   Nature Communications

Interpreting the dimensions of neural feature representations revealed by dimensionality reduction

(2017) Erin Goddard et al.   NEUROIMAGE

Toward a unified theory of efficient, predictive, and sparse coding

(2017) Matthew Chalk et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Theory of cortical function

(2017) David J. Heeger   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Ring attractor dynamics in theDrosophilacentral brain

(2017) Sung Soo Kim et al.   SCIENCE

Robust neuronal dynamics in premotor cortex during motor planning

(2016) Nuo Li et al.   NATURE

Spiking neurons can discover predictive features by aggregate-label learning

(2016) R. Gutig   SCIENCE

Benefits of Pathway Splitting in Sensory Coding

(2014) J. Gjorgjieva et al.   JOURNAL OF NEUROSCIENCE

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

Searching for Collective Behavior in a Large Network of Sensory Neurons

(2014) Gašper Tkačik et al.   PLoS Computational Biology

Adaptation maintains population homeostasis in primary visual cortex

(2013) Andrea Benucci et al.   NATURE NEUROSCIENCE

Predictive Coding of Dynamical Variables in Balanced Spiking Networks

(2013) Martin Boerlin et al.   PLoS Computational Biology

Optimal population coding by noisy spiking neurons

(2010) G. Tkacik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Reinforcement learning in the brain

(2009) Yael Niv   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

Reinforcement learning: The Good, The Bad and The Ugly

(2008) Peter Dayan et al.   CURRENT OPINION IN NEUROBIOLOGY

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

(2008) Jonathan W. Pillow et al.   NATURE