1k citations · 1.3k across the 12 of their papers we have counts for
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cs.AR2022★ 3 cited
On the RTL Implementation of FINN Matrix Vector Compute Unit
Syed Asad Alam, David Gregg, Giulio Gambardella +2
FPGA-based accelerators are becoming more popular for deep neural network due to the ability to scale performance with increasing degree of specialization with dataflow architectur…
cs.AR2018★ 30 cited
FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks
Michaela Blott, Thomas Preusser, Nicholas Fraser +3
Convolutional Neural Networks have rapidly become the most successful machine learning algorithm, enabling ubiquitous machine vision and intelligent decisions on even embedded comp…