5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.AR2021
SPOTS: An Accelerator for Sparse Convolutional Networks Leveraging Systolic General Matrix-Matrix Multiplication
Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte
This paper proposes a new hardware accelerator for sparse convolutional neural networks (CNNs) by building a hardware unit to perform the Image to Column (IM2COL) transformation of…
cs.DC2020★ 5 cited
Synergistic CPU-FPGA Acceleration of Sparse Linear Algebra
Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte
This paper describes REAP, a software-hardware approach that enables high performance sparse linear algebra computations on a cooperative CPU-FPGA platform. REAP carefully separate…