full-FORCE: A target-based method for training recurrent networks

Building functional networks of spiking model neurons

(2016) L F Abbott et al.   NATURE NEUROSCIENCE

Recurrent Network Models of Sequence Generation and Memory

(2016) Kanaka Rajan et al.   NEURON

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2015) David Sussillo et al.   NATURE NEUROSCIENCE

Neural circuits as computational dynamical systems

(2014) David Sussillo   CURRENT OPINION IN NEUROBIOLOGY

Robust timing and motor patterns by taming chaos in recurrent neural networks

(2013) Rodrigo Laje et al.   NATURE NEUROSCIENCE

A Modeling Framework for Deriving the Structural and Functional Architecture of a Short-Term Memory Microcircuit

(2013) Dimitry Fisher et al.   NEURON

From fixed points to chaos: Three models of delayed discrimination

(2013) Omri Barak et al.   PROGRESS IN NEUROBIOLOGY

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

(2012) David Sussillo et al.   NEURAL COMPUTATION

Transferring Learning from External to Internal Weights in Echo-State Networks with Sparse Connectivity

(2012) David Sussillo et al.   PLoS One

Temporal context calibrates interval timing

(2010) Mehrdad Jazayeri et al.   NATURE NEUROSCIENCE

Stimulus-dependent suppression of chaos in recurrent neural networks

(2010) Kanaka Rajan et al.   PHYSICAL REVIEW E

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON