Search Results for author: Ryan L. McAvoy

Found 2 papers, 0 papers with code

Using Multi-task and Transfer Learning to Solve Working Memory Tasks

no code implementations28 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.

Multi-Task Learning

Learning to Remember, Forget and Ignore using Attention Control in Memory

no code implementations28 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.

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