2 papers
cs.DC2025
UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogenous NPU-PIM
Hai Huang
Large Language Models (LLMs) are increasingly deployed on edge devices with Neural Processing Units (NPUs), yet the decode phase remains memory-intensive, limiting performance. Pro…
cs.AR2025
An Event-Driven Spiking Compute-In-Memory Macro based on SOT-MRAM
Deyang Yu, Chenchen Liu, Chuanjie Zhang +2
The application of Magnetic Random-Access Memory (MRAM) in computing-in-memory (CIM) has gained significant attention. However, existing designs often suffer from high energy consu…