RESEARCH AREA

Systems Research

We focus on extending the frontiers of machine learning and AI by developing novel algorithmic, software and hardware techniques.

Our areas of research include computer languages, compilers, low-level optimization, distributed and parallel computing, computer arithmetic, HPC, GPU/FPGA/ASIC hardware applications, and HW/SW co-design.

Latest Publications

December 07, 2018

Systems Research

Rethinking floating point for deep learning

Jeff Johnson

December 07, 2018

June 22, 2015

Systems Research

Fast Convolutional Nets With fbfft: A GPU Performance Evaluation

Nicolas Vasilache, Jeff Johnson, Michael Mathieu, Soumith Chintala, Serkan Piantino, Yann LeCun

June 22, 2015