no code implementations • 28 Sep 2018 • T. S. Jayram, Tomasz Kornuta, Ryan L. McAvoy, Ahmet S. Ozcan
We propose a new architecture called Memory-Augmented Encoder-Solver (MAES) that enables transfer learning to solve complex working memory tasks adapted from cognitive psychology.
no code implementations • 28 Sep 2018 • T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy, Tomasz Kornuta, Alexis Asseman, Kamil Rocki, Ahmet S. Ozcan
Typical neural networks with external memory do not effectively separate capacity for episodic and working memory as is required for reasoning in humans.