2 papers
cs.CV2024
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices
Yiwei Zhao, Ziyun Li, Win-San Khwa +10
Low-Latency and Low-Power Edge AI is essential for Virtual Reality and Augmented Reality applications. Recent advances show that hybrid models, combining convolution layers (CNN) a…
cs.AR2023
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti +9
Extended reality (XR) applications are Machine Learning (ML)-intensive, featuring deep neural networks (DNNs) with millions of weights, tightly latency-bound (10-20 ms end-to-end),…