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Apr, 2024
EvGNN:一款用于边缘视觉的事件驱动图神经网络加速器
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision
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Yufeng Yang, Adrian Kneip, Charlotte Frenkel
TL;DR
该研究论文提出了EvGNN,这是第一个用于边缘视觉的事件驱动GNN加速器,通过利用定向动态图、事件队列和新颖的层并行处理方案,实现了边缘视觉的低内存占用、超低延迟和高准确性,从而实现了实时的微秒级分辨率事件驱动视觉。
Abstract
edge vision systems
combining sensing and embedded processing promise low-latency, decentralized, and energy-efficient solutions that forgo reliance on the cloud. As opposed to conventional frame-based vision sensors,
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