Yaman Umuroglu

FINN- <i>R</i>

Michaela Blott, Thomas B. Preußer, Nicholas J. Fraser et al. · ACM Transactions on Reconfigurable Technology and Systems · 2018 · 382 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +13

BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

Yaman Umuroglu, Lahiru Rasnayake, Magnus Själander · 2018 · 100 citations

Hardware Security, Matrix-matrix Multiplication, Hardware Architecture +15

Hybrid breadth-first search on a single-chip FPGA-CPU heterogeneous platform

Yaman Umuroglu, Donn Morrison, Magnus Jahre · 2015 · 51 citations

Engineering, Hardware Algorithm, Computer Architecture +20

Scaling Binarized Neural Networks on Reconfigurable Logic

Nicholas J. Fraser, Yaman Umuroglu, Giulio Gambardella et al. · 2017 · 50 citations · Full text

Artificial Intelligence, High Accuracy, Engineering +14

Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning

Tobías Alonso, Lucian Petrică, Mario Ruiz et al. · ACM Transactions on Reconfigurable Technology and Systems · 2021 · 43 citations · Full text

Cluster Computing, Engineering, Machine Learning +21