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JSSC 2024第1期RF & Wireless

MetaVRain A Mobile Neural 3-D Rendering Processor With Bundle-Frame-Familiarity-

MetaVRain是一款面向移动设备的低功耗神经3D渲染处理器,采用仿生视觉感知架构解决NeRF渲染的高运算强度问题。
未明确提及(需补充具体数据如功耗/算力指标)
神经辐射场移动渲染视觉感知核心位置编码加速输出稀疏性
仿生视觉感知架构BuFF(Bundle-Frame-Familiarity)
混合神经引擎(HNE)动态分配1D/2D计算任务
基于离心采样(CS)的输出稀疏性预测
Abstract
This article presents MetaVRain, a low-power neu- ral 3-D rendering processor for metaverse realization on mobile devices. The MetaVRain mainly focused on solving a high opera- tional intensity problem that appeared during the neural radiance fields (NeRFs)-based rendering. It imitates brain-inspired visual perception processes and constructs a new NeRF acceleration architecture, bundle-frame-familiarity (BuFF). The built-in visual perception core (VPC) realizes BuFF architecture by acceler- ati