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

January 19, 2022 • 01:11:05

BI 125 Doris Tsao, Tony Zador, Blake Richards: NAISys

Support the show to get full episodes and join the Discord community. Doris, Tony, and Blake are the organizers for this year’s NAISys conference,...

Episode 0

September 13, 2018 • 01:11:00

BI 009 Blake Richards: Deep Learning in the Brain

Mentioned in the show Follow Blake on twitter: @tyrell_turing Blake’s Learning in Neural Circuits (LiNC) Laboratory. He’s a Fellow with the Learning in Machines...

Episode 0

March 04, 2020 • 01:57:16

BI 062 Stefan Leijnen: Creativity and Constraint

Stefan and I discuss creativity and constraint in artificial and biological intelligence. We talk about his Asimov Institute and its goal of artificial creativity...