output
20172021
most citedFast convolutional neural networks on FPGAs with hls4ml

131 citations

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cs.LG2021★ 131 cited

Fast convolutional neural networks on FPGAs with hls4ml

Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti +17

We introduce an automated tool for deploying ultra low-latency, low-power deep neural networks with convolutional layers on FPGAs. By extending the hls4ml library, we demonstrate a…