activity
20172024
most citedIn-Datacenter Performance Analysis of a Tensor Processing Unit

23 citations · 31 across the 5 of their papers we have counts for

collaborators

5 papers

eess.IV2024

A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation

Kyle Lucke, Aleksandar Vakanski, Min Xian

In recent years, convolutional neural networks for semantic segmentation of breast ultrasound (BUS) images have shown great success; however, two major challenges still exist. 1) M…

cs.DS2020★ 3 cited

Optimal construction of a layer-ordered heap

Jake Pennington, Patrick Kreitzberg, Kyle Lucke +1

The layer-ordered heap (LOH) is a simple, recently proposed data structure used in optimal selection on , thealgorithm with the best known runtime for selection on $X_1+X_2+\c…

cs.CE2020★ 2 cited

Fast exact computation of the most abundant isotope peaks with layer-ordered heaps

Patrick Kreitzberg, Jake Pennington, Kyle Lucke +1

The theoretical computation of isotopic distribution of compounds is crucial in many important applications of mass spectrometry, especially as machine precision grows. A considera…

cs.DS2019★ 3 cited

Selection on with layer-ordered heaps

Patrick Kreitzberg, Kyle Lucke, Oliver Serang

Selection on is an important problem with many applications in areas such as max-convolution, max-product Bayesian inference, calculating most probable isoto…

cs.AR2017★ 23 cited

In-Datacenter Performance Analysis of a Tensor Processing Unit

Norman P. Jouppi, Cliff Young, Nishant Patil +72

Many architects believe that major improvements in cost-energy-performance must now come from domain-specific hardware. This paper evaluates a custom ASIC---called a Tensor Process…