Xin Lou

A High-Performance Neural Rendering Accelerator With Dual-Lane Micro-MLPs and Hierarchical Latency-Hiding Scheduling

While Neural Radiance Fields (NeRF) have transformed 3D vision, their prohibitive computational and memory demands restrict real-time deployment on power-constrained edge devices. To bridge this gap, we propose a novel neural rendering accelerator that orchestrates three architectural innovations to maximize throughput...