David Sussillo
Stanford University
H-index: 33
North America-United States
Top articles of David Sussillo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A generic noninvasive neuromotor interface for human-computer interaction | bioRxiv | Ctrl-labs at Reality Labs David Sussillo Patrick Kaifosh Thomas Reardon | 2024 |
Are task representations gated in macaque prefrontal cortex? | arXiv preprint arXiv:2306.16733 | Timo Flesch Valerio Mante William Newsome Andrew Saxe Christopher Summerfield | 2023/6/29 |
Catalyzing next-generation artificial intelligence through neuroai | Anthony Zador Sean Escola Blake Richards Bence Ölveczky Yoshua Bengio | 2023/3/22 | |
The centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networks | Neuron | Brian DePasquale David Sussillo LF Abbott Mark M Churchland | 2023/3/1 |
Analyzing populations of neural networks via dynamical model embedding | arXiv preprint arXiv:2302.14078 | Jordan Cotler Kai Sheng Tai Felipe Hernández Blake Elias David Sussillo | 2023/2/27 |
One dimensional approximations of neuronal dynamics reveal computational strategy | PLOS Computational Biology | Connor Brennan Adeeti Aggarwal Rui Pei David Sussillo Alex Proekt | 2023/1/6 |
A new theoretical framework jointly explains behavioral and neural variability across subjects performing flexible decision-making | bioRxiv | Marino Pagan Vincent D Tang Mikio C Aoi Jonathan W Pillow Valerio Mante | 2022/11/28 |
Cell-type-specific population dynamics of diverse reward computations | Cell | Emily L Sylwestrak YoungJu Jo Sam Vesuna Xiao Wang Blake Holcomb | 2022/9/15 |
Flexible multitask computation in recurrent networks utilizes shared dynamical motifs | bioRxiv | Laura Driscoll Krishna Shenoy David Sussillo | 2022/8/15 |
Image segmentation using neural networks | 2022/2/22 | ||
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems | Advances in Neural Information Processing Systems | Jimmy Smith Scott Linderman David Sussillo | 2021/12/6 |
Reverse engineering learned optimizers reveals known and novel mechanisms | Advances in Neural Information Processing Systems | Niru Maheswaranathan David Sussillo Luke Metz Ruoxi Sun Jascha Sohl-Dickstein | 2021/12/6 |
Goal-driven recurrent neural network models of the ventral visual stream | bioRxiv | Aran Nayebi Javier Sagastuy-Brena Daniel M Bear Kohitij Kar Jonas Kubilius | 2021/2/18 |
The geometry of integration in text classification RNNs | arXiv preprint arXiv:2010.15114 | Kyle Aitken Vinay V Ramasesh Ankush Garg Yuan Cao David Sussillo | 2020/10/28 |
Computation through neural population dynamics | Saurabh Vyas Matthew D Golub David Sussillo Krishna V Shenoy | 2020/7/8 | |
How recurrent networks implement contextual processing in sentiment analysis | arXiv preprint arXiv:2004.08013 | Niru Maheswaranathan David Sussillo | 2020/4/17 |
Organizing recurrent network dynamics by task-computation to enable continual learning | Advances in neural information processing systems | Lea Duncker Laura Driscoll Krishna V Shenoy Maneesh Sahani David Sussillo | 2020 |
Co-Authors
