2 papers
cs.AR2026
ThermoDSE: A Thermal-Aware and Comprehensive Design Space Exploration for Chiplet-Based DNN Accelerators
Jian Peng, Hanwei Fan, Jingbo Jiang +2
Chiplet-based DNN accelerators provide a scalable path to balance performance and yield for modern AI workloads. However, such systems face critical challenges in area and thermal…
cs.AR2025
SpNeRF: Memory Efficient Sparse Volumetric Neural Rendering Accelerator for Edge Devices
Yipu Zhang, Jiawei Liang, Jian Peng +2
Neural rendering has gained prominence for its high-quality output, which is crucial for AR/VR applications. However, its large voxel grid data size and irregular access patterns c…