Reinforcement learning, augmented by the representational power of deep neural networks, has shown promising results on high-dimensional problems, suc...

We present fast implementations of linear interpolation operators for piecewise linear functions and multidimensional look-up tables. These operators...

This article presents a low-power, programmable, domain-specific manycore accelerator, Binarized neural Network Manycore Accelerator (BiNMAC), which a...

Emerging memcapacitive nanoscale devices have the potential to perform computations in new ways. In this article, we systematically study, to the best...

There have been numerous studies on heterogeneous memory systems comprised of faster DRAM (e.g., 3D stacked HBM or HMC) and slower non-volatile memori...