Matthew Feldman

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Hardware Designs

Reconfigurable Architecture

Stochastic Gradient Descent

Top Venues

Publications

Matthew Feldman, Tian Zhao, Kunle Olukotun
Efficient Memory Partitioning in Software Defined Hardware. CoRR (2022)
Nathan Zhang, Matthew Feldman, Kunle Olukotun
High performance lattice regression on FPGAs via a high level hardware description language. FPT (2021)
David Durst, Matthew Feldman, Dillon Huff, David Akeley, Ross G. Daly, Gilbert Louis Bernstein, Marco Patrignani, Kayvon Fatahalian, Pat Hanrahan
Type-directed scheduling of streaming accelerators. PLDI (2020)
Artur L. F. Souza, Leonardo B. Oliveira, Sabine Hollatz, Matthew Feldman, Kunle Olukotun, James M. Holton, Aina E. Cohen, Luigi Nardi
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. CoRR (2019)
David Koeplinger, Matthew Feldman, Raghu Prabhakar, Yaqi Zhang, Stefan Hadjis, Ruben Fiszel, Tian Zhao, Luigi Nardi, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Spatial: a language and compiler for application accelerators. PLDI (2018)
Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Plasticine: A Reconfigurable Accelerator for Parallel Patterns. IEEE Micro 38 (3) (2018)
Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Plasticine: A Reconfigurable Architecture For Parallel Paterns. ISCA (2017)
Christopher De Sa, Matthew Feldman, Christopher Ré, Kunle Olukotun
Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent. ISCA (2017)