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most citedArchitectural Implications of Neural Network Inference for High Data-Rate, Low-Latency Scientific Applications

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cs.CV2021

Hardware-efficient Residual Networks for FPGAs

Olivia Weng, Alireza Khodamoradi, Ryan Kastner

Residual networks (ResNets) employ skip connections in their networks -- reusing activations from previous layers -- to improve training convergence, but these skip connections cre…