Mathew Hall

With Shared Microexponents, A Little Shifting Goes a Long Way

Bita Darvish Rouhani, Ritchie Zhao, Venmugil Elango et al. · 2023 · 33 citations

Artificial Intelligence, Engineering, Machine Learning +16

Automating the Design of Processor/Accelerator Embedded Systems with LegUp High-Level Synthesis

Blair Fort, Andrew Canis, Jongsok Choi et al. · 2014 · 30 citations

Soc Fpga, Hardware Modeling, Engineering +23

HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs

Mathew Hall, Vaughn Betz · 2020 · 24 citations

Network Compiler, Engineering, Machine Learning +14

From TensorFlow Graphs to LUTs and Wires: Automated Sparse and Physically Aware CNN Hardware Generation

Mathew Hall, Vaughn Betz · 2020 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +19

End-to-End FPGA-based Object Detection Using Pipelined CNN and Non-Maximum Suppression

Anupreetham Anupreetham, Mohamed Ibrahim, Mathew Hall et al. · 2021 · 16 citations

Convolutional Neural Network, Engineering, Feature Detection +16