David Sussillo on Context-dependent Computation by Recurrent Dynamics [1243]: (PDF), (PDF), (PDF), (PDF), (SLIDES), (AUDIO).

References

[1]   Valerio Mante, David Sussillo, Krishna V. Shenoy, and William T. Newsome. Context-dependent computation by recurrent dynamics in prefrontal cortex. Nature, 503:78--84, 2013.

[2]   Valerio Mante, David Sussillo, Krishna V. Shenoy, and William T. Newsome. Context-dependent computation by recurrent dynamics in prefrontal cortex: Supplementary materials. Nature, 503:78--84, 2013.

[3]   D. Sussillo, M. M. Churchland, M. T. Kaufman, and K. V. Shenoy. A neural network that finds a naturalistic solution for the production of muscle activity. Nature Neuroscience, 18(7):1025--1033, 2015.

[4]   David Sussillo and Omri Barak. Opening the black box: Low-dimensional dynamics in high-dimensional recurrent neural networks. Neural Computation, 25(3):626--649, 2013.