2 papers
cs.AR2026
CHIA: An open-source framework for principled, agentic AI-driven hardware/software co-design research
Angela Cui, Ferran Hermida-Rivera, Jack Toubes +9
Agentic artificial intelligence shows great promise for radically improving the pace of innovation in hardware/software co-design research across computer architecture, systems, co…
cs.AR2023
PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration
Ahmed F. AbouElhamayed, Angela Cui, Javier Fernandez-Marques +2
Conventional multiply-accumulate (MAC) operations have long dominated computation time for deep neural networks (DNNs), espcially convolutional neural networks (CNNs). Recently, pr…