⚡ 本页包含 AI 生成的分析内容，仅供参考
本文提出一种模拟矩阵处理器，用于边缘AI实时视频分析，解决了边缘设备上高效、低功耗部署机器学习模型的问题。通过模拟计算实现高吞吐量矩阵运算，支持实时视频推理。
Mythic, Austin, TX Mythic, Redwood City, CA 1 2 One of the!salient!hurdles for wide adoption of!machine learning!(ML)!has been!efficient and high-performance!edge compute.!ML developers!use very large, expensive, and power-intensive!systems!to!create!new!models, but the final!implementation!needs to be deployed in a cost-effective, small, and low-power solution. This has!commonly led to situations where the models that can be deployed in an edge environment are significantly smaller than!state-of-the-art models leading the benchmark scoreboards
Laura Fick1, Skylar Skrzyniarz1, Malav Parikh1, Michael B. Henry2, David Fick1