Brain Inspired

BI 005 David Sussillo: RNNs are Back!

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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
        • ...more
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        Brain InspiredBy Paul Middlebrooks
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