2 papers
cs.AR2026
PC2IM: An Efficient In-Memory Computing Accelerator for 3D Point Cloud
Dengfeng Wang, Shunqin Cai, Yanan Sun
3D point cloud neural networks have significantly enhanced the perceptual capabilities of resource-limited mobile intelligent systems. However, despite the transformative impact, t…
cs.AR2023
TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations
Dengfeng Wang, Liukai Xu, Songyuan Liu +5
Accommodating all the weights on-chip for large-scale NNs remains a great challenge for SRAM based computing-in-memory (SRAM-CIM) with limited on-chip capacity. Previous non-volati…