David Sussillo

Joined

November 2016

Names

David Sussillo (Preferred)

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Research Scientist

Google (google.com)

2014 – 2016

Postdoc

Stanford University (stanford.edu)

2009 – 2014

PhD student

Columbia University (columbia.edu)

2003 – 2009

Advisors, Relations & Conflicts

Postdoc Advisor

Krishna Shenoy

2010 – 2014

PhD Advisor

Larray Abbott

2005 – 2010

Expertise

Computational Neuroscience

2009 – 2016

RNNs

2009 – 2016

Publications

Flexible multitask computation in recurrent networks utilizes shared dynamical motifs
Laura Driscoll, Krishna V. Shenoy, David Sussillo
- OpenReview Archive Direct Upload
- Readers: Everyone
Analyzing Populations of Neural Networks via Dynamical Model Embedding
Jordan Cotler, Kai Sheng Tai, Felipe Hernandez, Blake Elias, David Sussillo
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems
Jimmy T.H. Smith, Scott Linderman, David Sussillo
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Reverse engineering learned optimizers reveals known and novel mechanisms
Niru Maheswaranathan, David Sussillo, Luke Metz, Ruoxi Sun, Jascha Sohl-Dickstein
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
The geometry of integration in text classification RNNs
Kyle Aitken, Vinay Venkatesh Ramasesh, Ankush Garg, Yuan Cao, David Sussillo, Niru Maheswaranathan
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
Reverse engineering learned optimizers reveals known and novel mechanisms
Niru Maheswaranathan, David Sussillo, Luke Metz, Ruoxi Sun, Jascha Sohl-Dickstein
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Task-Driven Convolutional Recurrent Models of the Visual System
Aran Nayebi, Daniel Bear, Jonas Kubilius, Kohitij Kar, Surya Ganguli, David Sussillo, James J. DiCarlo, Daniel L. Yamins
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
A Dataset and Architecture for Visual Reasoning with a Working Memory
Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo
- 2018 (modified: 11 Nov 2022)
- ECCV (10) 2018
- Readers: Everyone
Recurrent Segmentation for Variable Computational Budgets
Lane McIntosh, Niru Maheswaranathan, David Sussillo, Jonathon Shlens
- 2018 (modified: 10 Nov 2022)
- CVPR Workshops 2018
- Readers: Everyone
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability
Jakob N. Foerster, Justin Gilmer, Jascha Sohl-Dickstein, Jan Chorowski, David Sussillo
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone

View all 11 publications

Co-Authors

View all 36 co-authors