2 papers
cs.ET2026
Light-Bound Transformers: Hardware-Anchored Robustness for Silicon-Photonic Computer Vision Systems
Xuming Chen, Deniz Najafi, Chengwei Zhou +6
Deploying Vision Transformers (ViTs) on near-sensor analog accelerators demands training pipelines that are explicitly aligned with device-level noise and energy constraints. We in…
cs.ET2023
Integrated Photonic AI Accelerators under Hardware Security Attacks: Impacts and Countermeasures
Felipe Gohring de Magalhães, Mahdi Nikdast, Gabriela Nicolescu
Integrated photonics based on silicon photonics platform is driving several application domains, from enabling ultra-fast chip-scale communication in high-performance computing sys…