17 citations · 22 across the 4 of their papers we have counts for
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cs.DC2023★ 1 cited
A Software-Hardware Co-Optimized Toolkit for Deep Reinforcement Learning on Heterogeneous Platforms
Yuan Meng, Michael Kinsner, Deshanand Singh +2
Deep Reinforcement Learning (DRL) is vital in various AI applications. DRL algorithms comprise diverse compute kernels, which may not be simultaneously optimized using a homogeneou…
cs.DC2020★ 17 cited
DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference
Yuan Meng, Sanmukh Kuppannagari, Rajgopal Kannan +1
Most of the existing work on FPGA acceleration of Convolutional Neural Network (CNN) focus on employing a single strategy (algorithm, dataflow, etc.) across all the layers. Such an…