Nicholas J. Fraser

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

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

FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks

Michaela Blott, Nicholas J. Fraser, Giulio Gambardella et al. · arXiv (Cornell University) · 2018 · 30 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Fault-Tolerant Neural Network Accelerators With Selective TMR

Timoteo García Bertoa, Giulio Gambardella, Nicholas J. Fraser et al. · IEEE Design and Test · 2022 · 23 citations · Full text

Engineering, Neural Networks (Machine Learning), Neural Network +16

Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines

Sean O. Settle, Manasa Bollavaram, Paolo D’Alberto et al. · ArXiv.org · 2018 · 20 citations · Full text

Engineering, Machine Learning, Data Science +12