David Sussillo

Context-dependent computation by recurrent dynamics in prefrontal cortex

Valerio Mante, David Sussillo, Krishna V. Shenoy et al. · Nature · 2013 · 2K citations · Full text

Cognitive Science, Computational Neuroscience, Neurolinguistics +7

Generating Coherent Patterns of Activity from Chaotic Neural Networks

David Sussillo, L. F. Abbott · Neuron · 2009 · 1.1K citations · Full text

Chaos Theory, Computational Neuroscience, High-dimensional Chaos +5

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

Chethan Pandarinath, Daniel J. O’Shea, Jasmine Collins et al. · Nature Methods · 2018 · 696 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +7

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

David Sussillo, Mark M. Churchland, Matthew T. Kaufman et al. · Nature Neuroscience · 2015 · 637 citations · Full text

Muscle Function, Kinesiology, Evolving Neural Network +13

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

David Sussillo, Omri Barak · Neural Computation · 2012 · 572 citations

Engineering, Machine Learning, Sequential Learning +16