83 min listen
BI 005 David Sussillo: RNNs are Back!
FromBrain Inspired
ratings:
Length:
46 minutes
Released:
Aug 2, 2018
Format:
Podcast episode
Description
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
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
Released:
Aug 2, 2018
Format:
Podcast episode
Titles in the series (100)
BI 026 Kendrick Kay: A Model By Any Other Name: Image courtesy of Kendrick Kay: Brain art Show notes: Check out Kendrick’s lab website: CVN lab. Follow him on twitter: @cvnlab. The papers we discuss: Bottom-up and top-down computations in word- and face-selective cortex. Principles for by Brain Inspired