Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems

High-performance brain-to-text communication via handwriting

(2021) Francis R. Willett et al.   NATURE

Birhythmic Analog Circuit Maze: A Nonlinear Neurostimulation Testbed

(2020) Ian D. Jordan et al.   Entropy

Low-dimensional dynamics for working memory and time encoding

(2020) Christopher J. Cueva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Variational Online Learning of Neural Dynamics

(2020) Yuan Zhao et al.   Frontiers in Computational Neuroscience

Oscillatory recurrent gated neural integrator circuits (ORGaNICs), a unifying theoretical framework for neural dynamics

(2019) David J. Heeger et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Inferring single-trial neural population dynamics using sequential auto-encoders

(2018) Chethan Pandarinath et al.   NATURE METHODS

Ring attractor dynamics in theDrosophilacentral brain

(2017) Sung Soo Kim et al.   SCIENCE

A neural network that finds a naturalistic solution for the production of muscle activity

(2015) David Sussillo et al.   NATURE NEUROSCIENCE

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

Choice-specific sequences in parietal cortex during a virtual-navigation decision task

(2012) Christopher D. Harvey et al.   NATURE

Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks

(2012) David Sussillo et al.   NEURAL COMPUTATION