Stencil computations are the basis to solve many problems related to Partial Differential Equations (PDEs). Obtaining the best performance with such numerical kernels is a major issue as many critical parameters (architectural features, compiler flags, me... (more…)

Introducing a multi-article series on machine learning capabilities of Thermodynamic RAM... (more…)

Posted by Peyman Milanfar, Research Scientist Everyday the web is used to share and store millions of pictures, enabling one to explore th...

Computer vision based melanoma diagnosis has been a side project of mine on and off for almost 2 years now, so I plan on making this the… (more…)

Late last year Amazon introduce a new EC2 image customized for Machine Learning (ML) workloads. To make things easier for data scientists and researchers, Amazon worked on including a selection of ML libraries into these images so they wouldn’t have to go... (more…)