3 papers
cs.DC2020
Fast Stencil-Code Computation on a Wafer-Scale Processor
Kamil Rocki, Dirk Van Essendelft, Ilya Sharapov +7
The performance of CPU-based and GPU-based systems is often low for PDE codes, where large, sparse, and often structured systems of linear equations must be solved. Iterative solve…
cs.LG2018
Learning to Remember, Forget and Ignore using Attention Control in Memory
T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy +4
Typical neural networks with external memory do not effectively separate capacity for episodic and working memory as is required for reasoning in humans. Applying knowledge gained…
cs.AI2016
Towards Machine Intelligence
Kamil Rocki
There exists a theory of a single general-purpose learning algorithm which could explain the principles of its operation. This theory assumes that the brain has some initial rough…