BI 005 David Sussillo: RNNs are Back!

Brain Inspired

Aug 02 2018 | 00:45:39

00:00 / 00:45:39

Show Notes

Mentioned in the show:

David’s Twitter account
Papers we discuss:
- Sussillo, D.S. & Abbott, L. F. (2009). Generating Coherent Patterns of Activity from Chaotic Neural Networks. Neuron 63(4).
- Sussillo, D. (2014) Neural circuits as computational dynamical systems. Current Opinion in Neurobiology 25:156-63.
- Sussillo, D. & Barak, O. (2013). Opening the Black Box: Low-dimensional dynamics in high-dimensional recurrent neural networks. Neural Computation 25(3).
- Sussillo, D., Jozefowicz, R., Abbott, L.F., Pandarinath, C. (2016) LFADS – Latent Factor Analysis via Dynamical Systems. arXiv:1608.06315
What’s a recurrent neural network?
- Here
- And Here
What’s a dynamical system?
Neuropixels
Hopfield Networks

Other Episodes

Episode 0

March 12, 2021 • 01:25:00

BI 100.2 Special: What Are the Biggest Challenges and Disagreements?

In this 2nd special 100th episode installment, many previous guests answer the question: What is currently the most important disagreement or challenge in neuroscience...

Episode 0

December 04, 2024 • 01:37:11

BI 200 Grace Hwang and Joe Monaco: The Future of NeuroAI

Support the show to get full episodes and join the Discord community. Joe Monaco and Grace Hwang co-organized a recent workshop I participated in,...

Episode 0

April 03, 2022 • 01:17:20

BI 132 Ila Fiete: A Grid Scaffold for Memory

Announcement: I'm releasing my Neuro-AI course April 10-13, after which it will be closed for some time. Learn more here. Support the show to...