17 citations · 28 across the 10 of their papers we have counts for
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cs.AR2024
H2PIPE: High throughput CNN Inference on FPGAs with High-Bandwidth Memory
Mario Doumet, Marius Stan, Mathew Hall +1
Convolutional Neural Networks (CNNs) combine large amounts of parallelizable computation with frequent memory access. Field Programmable Gate Arrays (FPGAs) can achieve low latency…
cs.AR2024★ 17 cited
Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions
Andrew Boutros, Aman Arora, Vaughn Betz
Deep learning (DL) is becoming the cornerstone of numerous applications both in datacenters and at the edge. Specialized hardware is often necessary to meet the performance require…