Abstract: Dedicated neural-network inference-processors improve latency and power of the computing devices. They use custom memory hierarchies that take into account the flow of operators present in ...

As modern games push memory harder, choosing the right amount of RAM matters more than ever. With DRAM pricing in flux, we revisit the big question: ...

Abstract: In order to facilitate the deployment of diverse deep learning models while maintaining scalability, modern DNN accelerators frequently employ reconfigurable structures such as ...

The super-exponential growth of data harvested from human input and physical measurements is exceeding our ability to build and power infrastructure to communicate, store and analyze, making our ...