2 papers
cs.AR2026
EdgeCIM: A Hardware-Software Co-Design for CIM-Based Acceleration of Small Language Models
Jinane Bazzi, Mariam Rakka, Fadi Kurdahi +2
The growing demand for deploying Small Language Models (SLMs) on edge devices, including laptops, smartphones, and embedded platforms, has exposed fundamental inefficiencies in exi…
cs.AR2026
Joint Hardware-Workload Co-Optimization for In-Memory Computing Accelerators
Olga Krestinskaya, Mohammed E. Fouda, Ahmed Eltawil +1
Software-hardware co-design is essential for optimizing in-memory computing (IMC) hardware accelerators for neural networks. However, most existing optimization frameworks target a…