Presenter:

Adam Marblestone, Google DeepMind [PUBS] [SLIDES] [VIDEOS]

Readings:

Primary: Marblestone et al [3] [PDF] Secondary: Hayworth and Marblestone [1] [PDF] Lisman [2] [PDF] Wayne et al [4] [PDF]

References:

[1]	Kenneth J. Hayworth and Adam H. Marblestone. How thalamic relays might orchestrate supervised deep training and symbolic computation in the brain. bioRxiv, 2018.
[2]	John E. Lisman, Lucia M. Talamini, and Antonino Raffone. Recall of memory sequences by interaction of the dentate and CA3: A revised model of the phase precession. Neural Networks, 18(9):1191-1201, 2005.
[3]	Adam H. Marblestone, Greg Wayne, and Konrad P. Kording. Toward an integration of deep learning and neuroscience. Frontiers in Computational Neuroscience, 10:94, 2016.
[4]	Greg Wayne, Chia-Chun Hung, David Amos, Mehdi Mirza, Arun Ahuja, Agnieszka Grabska-Barwinska, Jack Rae, Piotr Mirowski, Joel Z. Leibo, Adam Santoro, Mevlana Gemici, Malcolm Reynolds, Tim Harley, Josh Abramson, Shakir Mohamed, Danilo Rezende, David Saxton, Adam Cain, Chloe Hillier, David Silver, Koray Kavukcuoglu, Matt Botvinick, Demis Hassabis, and Timothy Lillicrap. Unsupervised predictive memory in a goal-directed agent. CoRR, arXiv:1803.10760, 2018.