1 citations · 1 across the 3 of their papers we have counts for
3 papers
From Bit-Position Sensitivity to Unequal Error Protection for DNN Inference Memory
Muhammad Husnain Mubarik, Karthik Mohan Kumar, Pedro Antonio Pena +2
We characterize per-bit-position fault sensitivity in ML inference across 16 workloads -- spanning transformer-based models and attention-free CNNs -- and across three floating-poi…
Understanding Interactions Between Chip Architecture and Uncertainties in Semiconductor Supply and Demand
Ramakrishna Kanungo, Swamynathan Siva, Nathaniel Bleier +3
Mitigating losses from supply and demand volatility in the semiconductor supply chain and market has traditionally been cast as a logistics and forecasting problem. We investigate…
Hardware Acceleration of Neural Graphics
Muhammad Husnain Mubarik, Ramakrishna Kanungo, Tobias Zirr +1
Rendering and inverse-rendering algorithms that drive conventional computer graphics have recently been superseded by neural representations (NR). NRs have recently been used to le…