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 02, 2023 • 01:20:59

BI 157 Sarah Robins: Philosophy of Memory

Support the show to get full episodes and join the Discord community. Check out my free video series about what's missing in AI and...

Episode 0

July 14, 2020 • 01:33:04

BI 077 David and John Krakauer: Part 1

David, John, and I discuss the role of complexity science in the study of intelligence. In this first part, we talk about complexity itself,...

Episode 0

July 12, 2021 • 01:27:12

BI NMA 01: Machine Learning Panel

Panelists: Athena Akrami: @AthenaAkrami.Demba Ba.Gunnar Blohm: @GunnarBlohm.Kunlin Wei. This is the first in a series of panel discussions in collaboration with Neuromatch Academy, the...