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cs.AI2017
Minimally Naturalistic Artificial Intelligence
Steven Stenberg Hansen
The rapid advancement of machine learning techniques has re-energized research into general artificial intelligence. While the idea of domain-agnostic meta-learning is appealing, t…
cs.AI2017
Long Timescale Credit Assignment in NeuralNetworks with External Memory
Steven Stenberg Hansen
Credit assignment in traditional recurrent neural networks usually involves back-propagating through a long chain of tied weight matrices. The length of this chain scales linearly…