A complete CapsNet was deployed on a PYNQ-Z1 FPGA, reaching 1351 FPS (MNIST) and 934 FPS (F-MNIST) via look-ahead kernel pruning and hardware-friendly routing approximations.
Dynamic Routing Between Capsules,
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FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays
A complete CapsNet was deployed on a PYNQ-Z1 FPGA, reaching 1351 FPS (MNIST) and 934 FPS (F-MNIST) via look-ahead kernel pruning and hardware-friendly routing approximations.